diff --git a/.eslintrc.json b/.eslintrc.json
index 54074263..f0fec440 100644
--- a/.eslintrc.json
+++ b/.eslintrc.json
@@ -5,7 +5,8 @@
     "plugin:import/errors",
     "plugin:react/recommended",
     "plugin:jsx-a11y/recommended",
-    "prettier"
+    "prettier",
+    "react-app"
   ],
   "plugins": ["react", "import", "jsx-a11y", "prettier"],
   "rules": {
diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 00000000..73162a6c
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1 @@
+public/sherpa-onnx-wasm-main-asr.data filter=lfs diff=lfs merge=lfs -text
diff --git a/asr-utils/.appveyor.yml b/asr-utils/.appveyor.yml
new file mode 100644
index 00000000..50910bd6
--- /dev/null
+++ b/asr-utils/.appveyor.yml
@@ -0,0 +1,11 @@
+install:
+  - appveyor-retry appveyor DownloadFile https://win.rustup.rs/ -FileName rustup-init.exe
+  - if not defined RUSTFLAGS rustup-init.exe -y --default-host x86_64-pc-windows-msvc --default-toolchain nightly
+  - set PATH=%PATH%;C:\Users\appveyor\.cargo\bin
+  - rustc -V
+  - cargo -V
+
+build: false
+
+test_script:
+  - cargo test --locked
diff --git a/asr-utils/.github/dependabot.yml b/asr-utils/.github/dependabot.yml
new file mode 100644
index 00000000..7377d375
--- /dev/null
+++ b/asr-utils/.github/dependabot.yml
@@ -0,0 +1,8 @@
+version: 2
+updates:
+- package-ecosystem: cargo
+  directory: "/"
+  schedule:
+    interval: daily
+    time: "08:00"
+  open-pull-requests-limit: 10
diff --git a/asr-utils/.gitignore b/asr-utils/.gitignore
new file mode 100644
index 00000000..f5de7310
--- /dev/null
+++ b/asr-utils/.gitignore
@@ -0,0 +1,5 @@
+/target
+**/*.rs.bk
+Cargo.lock
+bin/
+wasm-pack.log
diff --git a/asr-utils/.travis.yml b/asr-utils/.travis.yml
new file mode 100644
index 00000000..7a913256
--- /dev/null
+++ b/asr-utils/.travis.yml
@@ -0,0 +1,69 @@
+language: rust
+sudo: false
+
+cache: cargo
+
+matrix:
+  include:
+
+  # Builds with wasm-pack.
+  - rust: beta
+    env: RUST_BACKTRACE=1
+    addons:
+      firefox: latest
+      chrome: stable
+    before_script:
+      - (test -x $HOME/.cargo/bin/cargo-install-update || cargo install cargo-update)
+      - (test -x $HOME/.cargo/bin/cargo-generate || cargo install --vers "^0.2" cargo-generate)
+      - cargo install-update -a
+      - curl https://rustwasm.github.io/wasm-pack/installer/init.sh -sSf | sh -s -- -f
+    script:
+      - cargo generate --git . --name testing
+      # Having a broken Cargo.toml (in that it has curlies in fields) anywhere
+      # in any of our parent dirs is problematic.
+      - mv Cargo.toml Cargo.toml.tmpl
+      - cd testing
+      - wasm-pack build
+      - wasm-pack test --chrome --firefox --headless
+
+  # Builds on nightly.
+  - rust: nightly
+    env: RUST_BACKTRACE=1
+    before_script:
+      - (test -x $HOME/.cargo/bin/cargo-install-update || cargo install cargo-update)
+      - (test -x $HOME/.cargo/bin/cargo-generate || cargo install --vers "^0.2" cargo-generate)
+      - cargo install-update -a
+      - rustup target add wasm32-unknown-unknown
+    script:
+      - cargo generate --git . --name testing
+      - mv Cargo.toml Cargo.toml.tmpl
+      - cd testing
+      - cargo check
+      - cargo check --target wasm32-unknown-unknown
+      - cargo check                                 --no-default-features
+      - cargo check --target wasm32-unknown-unknown --no-default-features
+      - cargo check                                 --no-default-features --features console_error_panic_hook
+      - cargo check --target wasm32-unknown-unknown --no-default-features --features console_error_panic_hook
+      - cargo check                                 --no-default-features --features "console_error_panic_hook wee_alloc"
+      - cargo check --target wasm32-unknown-unknown --no-default-features --features "console_error_panic_hook wee_alloc"
+
+  # Builds on beta.
+  - rust: beta
+    env: RUST_BACKTRACE=1
+    before_script:
+      - (test -x $HOME/.cargo/bin/cargo-install-update || cargo install cargo-update)
+      - (test -x $HOME/.cargo/bin/cargo-generate || cargo install --vers "^0.2" cargo-generate)
+      - cargo install-update -a
+      - rustup target add wasm32-unknown-unknown
+    script:
+      - cargo generate --git . --name testing
+      - mv Cargo.toml Cargo.toml.tmpl
+      - cd testing
+      - cargo check
+      - cargo check --target wasm32-unknown-unknown
+      - cargo check                                 --no-default-features
+      - cargo check --target wasm32-unknown-unknown --no-default-features
+      - cargo check                                 --no-default-features --features console_error_panic_hook
+      - cargo check --target wasm32-unknown-unknown --no-default-features --features console_error_panic_hook
+      # Note: no enabling the `wee_alloc` feature here because it requires
+      # nightly for now.
diff --git a/asr-utils/Cargo.toml b/asr-utils/Cargo.toml
new file mode 100644
index 00000000..b80b15d9
--- /dev/null
+++ b/asr-utils/Cargo.toml
@@ -0,0 +1,36 @@
+[package]
+name = "indicasr-wasm"
+version = "0.1.0"
+authors = ["Nikhil Narasimhan <nikhil.narasimhan99@gmail.com>"]
+edition = "2018"
+
+[lib]
+crate-type = ["cdylib", "rlib"]
+
+[features]
+default = ["console_error_panic_hook"]
+
+[dependencies]
+wasm-bindgen = "0.2.84"
+num-complex = "0.4.6"
+rustfft = "6.2.0"
+mel_spec = "0.2.3"
+mel_spec_audio = "0.2.2"
+ndarray = "0.15.6"
+ndarray-stats = "0.5.1"
+getrandom = { version = "0.2", features = ["js"] }
+wavers = {version = "1.4.3", features = ["ndarray"]}
+js-sys = "0.3.69"
+
+# The `console_error_panic_hook` crate provides better debugging of panics by
+# logging them with `console.error`. This is great for development, but requires
+# all the `std::fmt` and `std::panicking` infrastructure, so isn't great for
+# code size when deploying.
+console_error_panic_hook = { version = "0.1.7", optional = true }
+
+[dev-dependencies]
+wasm-bindgen-test = "0.3.34"
+
+[profile.release]
+# Tell `rustc` to optimize for small code size.
+opt-level = "s"
diff --git a/asr-utils/LICENSE_APACHE b/asr-utils/LICENSE_APACHE
new file mode 100644
index 00000000..11069edd
--- /dev/null
+++ b/asr-utils/LICENSE_APACHE
@@ -0,0 +1,201 @@
+                              Apache License
+                        Version 2.0, January 2004
+                     http://www.apache.org/licenses/
+
+TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
+
+1. Definitions.
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+
+5. Submission of Contributions. Unless You explicitly state otherwise,
+   any Contribution intentionally submitted for inclusion in the Work
+   by You to the Licensor shall be under the terms and conditions of
+   this License, without any additional terms or conditions.
+   Notwithstanding the above, nothing herein shall supersede or modify
+   the terms of any separate license agreement you may have executed
+   with Licensor regarding such Contributions.
+
+6. Trademarks. This License does not grant permission to use the trade
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+7. Disclaimer of Warranty. Unless required by applicable law or
+   agreed to in writing, Licensor provides the Work (and each
+   Contributor provides its Contributions) on an "AS IS" BASIS,
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+8. Limitation of Liability. In no event and under no legal theory,
+   whether in tort (including negligence), contract, or otherwise,
+   unless required by applicable law (such as deliberate and grossly
+   negligent acts) or agreed to in writing, shall any Contributor be
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+END OF TERMS AND CONDITIONS
+
+APPENDIX: How to apply the Apache License to your work.
+
+   To apply the Apache License to your work, attach the following
+   boilerplate notice, with the fields enclosed by brackets "[]"
+   replaced with your own identifying information. (Don't include
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+   comment syntax for the file format. We also recommend that a
+   file or class name and description of purpose be included on the
+   same "printed page" as the copyright notice for easier
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+Copyright [yyyy] [name of copyright owner]
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+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+    http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
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diff --git a/asr-utils/LICENSE_MIT b/asr-utils/LICENSE_MIT
new file mode 100644
index 00000000..bbc68bf1
--- /dev/null
+++ b/asr-utils/LICENSE_MIT
@@ -0,0 +1,25 @@
+Copyright (c) 2018 Nikhil Narasimhan <nikhil.narasimhan99@gmail.com>
+
+Permission is hereby granted, free of charge, to any
+person obtaining a copy of this software and associated
+documentation files (the "Software"), to deal in the
+Software without restriction, including without
+limitation the rights to use, copy, modify, merge,
+publish, distribute, sublicense, and/or sell copies of
+the Software, and to permit persons to whom the Software
+is furnished to do so, subject to the following
+conditions:
+
+The above copyright notice and this permission notice
+shall be included in all copies or substantial portions
+of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF
+ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED
+TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A
+PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT
+SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY
+CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
+OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR
+IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
+DEALINGS IN THE SOFTWARE.
diff --git a/asr-utils/README.md b/asr-utils/README.md
new file mode 100644
index 00000000..6b684085
--- /dev/null
+++ b/asr-utils/README.md
@@ -0,0 +1,84 @@
+<div align="center">
+
+  <h1><code>wasm-pack-template</code></h1>
+
+  <strong>A template for kick starting a Rust and WebAssembly project using <a href="https://github.com/rustwasm/wasm-pack">wasm-pack</a>.</strong>
+
+  <p>
+    <a href="https://travis-ci.org/rustwasm/wasm-pack-template"><img src="https://img.shields.io/travis/rustwasm/wasm-pack-template.svg?style=flat-square" alt="Build Status" /></a>
+  </p>
+
+  <h3>
+    <a href="https://rustwasm.github.io/docs/wasm-pack/tutorials/npm-browser-packages/index.html">Tutorial</a>
+    <span> | </span>
+    <a href="https://discordapp.com/channels/442252698964721669/443151097398296587">Chat</a>
+  </h3>
+
+  <sub>Built with 🦀🕸 by <a href="https://rustwasm.github.io/">The Rust and WebAssembly Working Group</a></sub>
+</div>
+
+## About
+
+[**📚 Read this template tutorial! 📚**][template-docs]
+
+This template is designed for compiling Rust libraries into WebAssembly and
+publishing the resulting package to NPM.
+
+Be sure to check out [other `wasm-pack` tutorials online][tutorials] for other
+templates and usages of `wasm-pack`.
+
+[tutorials]: https://rustwasm.github.io/docs/wasm-pack/tutorials/index.html
+[template-docs]: https://rustwasm.github.io/docs/wasm-pack/tutorials/npm-browser-packages/index.html
+
+## 🚴 Usage
+
+### 🐑 Use `cargo generate` to Clone this Template
+
+[Learn more about `cargo generate` here.](https://github.com/ashleygwilliams/cargo-generate)
+
+```
+cargo generate --git https://github.com/rustwasm/wasm-pack-template.git --name my-project
+cd my-project
+```
+
+### 🛠️ Build with `wasm-pack build`
+
+```
+wasm-pack build
+```
+
+### 🔬 Test in Headless Browsers with `wasm-pack test`
+
+```
+wasm-pack test --headless --firefox
+```
+
+### 🎁 Publish to NPM with `wasm-pack publish`
+
+```
+wasm-pack publish
+```
+
+## 🔋 Batteries Included
+
+* [`wasm-bindgen`](https://github.com/rustwasm/wasm-bindgen) for communicating
+  between WebAssembly and JavaScript.
+* [`console_error_panic_hook`](https://github.com/rustwasm/console_error_panic_hook)
+  for logging panic messages to the developer console.
+* `LICENSE-APACHE` and `LICENSE-MIT`: most Rust projects are licensed this way, so these are included for you
+
+## License
+
+Licensed under either of
+
+* Apache License, Version 2.0, ([LICENSE-APACHE](LICENSE-APACHE) or http://www.apache.org/licenses/LICENSE-2.0)
+* MIT license ([LICENSE-MIT](LICENSE-MIT) or http://opensource.org/licenses/MIT)
+
+at your option.
+
+### Contribution
+
+Unless you explicitly state otherwise, any contribution intentionally
+submitted for inclusion in the work by you, as defined in the Apache-2.0
+license, shall be dual licensed as above, without any additional terms or
+conditions.
diff --git a/asr-utils/pkg/.gitignore b/asr-utils/pkg/.gitignore
new file mode 100644
index 00000000..e69de29b
diff --git a/asr-utils/pkg/README.md b/asr-utils/pkg/README.md
new file mode 100644
index 00000000..6b684085
--- /dev/null
+++ b/asr-utils/pkg/README.md
@@ -0,0 +1,84 @@
+<div align="center">
+
+  <h1><code>wasm-pack-template</code></h1>
+
+  <strong>A template for kick starting a Rust and WebAssembly project using <a href="https://github.com/rustwasm/wasm-pack">wasm-pack</a>.</strong>
+
+  <p>
+    <a href="https://travis-ci.org/rustwasm/wasm-pack-template"><img src="https://img.shields.io/travis/rustwasm/wasm-pack-template.svg?style=flat-square" alt="Build Status" /></a>
+  </p>
+
+  <h3>
+    <a href="https://rustwasm.github.io/docs/wasm-pack/tutorials/npm-browser-packages/index.html">Tutorial</a>
+    <span> | </span>
+    <a href="https://discordapp.com/channels/442252698964721669/443151097398296587">Chat</a>
+  </h3>
+
+  <sub>Built with 🦀🕸 by <a href="https://rustwasm.github.io/">The Rust and WebAssembly Working Group</a></sub>
+</div>
+
+## About
+
+[**📚 Read this template tutorial! 📚**][template-docs]
+
+This template is designed for compiling Rust libraries into WebAssembly and
+publishing the resulting package to NPM.
+
+Be sure to check out [other `wasm-pack` tutorials online][tutorials] for other
+templates and usages of `wasm-pack`.
+
+[tutorials]: https://rustwasm.github.io/docs/wasm-pack/tutorials/index.html
+[template-docs]: https://rustwasm.github.io/docs/wasm-pack/tutorials/npm-browser-packages/index.html
+
+## 🚴 Usage
+
+### 🐑 Use `cargo generate` to Clone this Template
+
+[Learn more about `cargo generate` here.](https://github.com/ashleygwilliams/cargo-generate)
+
+```
+cargo generate --git https://github.com/rustwasm/wasm-pack-template.git --name my-project
+cd my-project
+```
+
+### 🛠️ Build with `wasm-pack build`
+
+```
+wasm-pack build
+```
+
+### 🔬 Test in Headless Browsers with `wasm-pack test`
+
+```
+wasm-pack test --headless --firefox
+```
+
+### 🎁 Publish to NPM with `wasm-pack publish`
+
+```
+wasm-pack publish
+```
+
+## 🔋 Batteries Included
+
+* [`wasm-bindgen`](https://github.com/rustwasm/wasm-bindgen) for communicating
+  between WebAssembly and JavaScript.
+* [`console_error_panic_hook`](https://github.com/rustwasm/console_error_panic_hook)
+  for logging panic messages to the developer console.
+* `LICENSE-APACHE` and `LICENSE-MIT`: most Rust projects are licensed this way, so these are included for you
+
+## License
+
+Licensed under either of
+
+* Apache License, Version 2.0, ([LICENSE-APACHE](LICENSE-APACHE) or http://www.apache.org/licenses/LICENSE-2.0)
+* MIT license ([LICENSE-MIT](LICENSE-MIT) or http://opensource.org/licenses/MIT)
+
+at your option.
+
+### Contribution
+
+Unless you explicitly state otherwise, any contribution intentionally
+submitted for inclusion in the work by you, as defined in the Apache-2.0
+license, shall be dual licensed as above, without any additional terms or
+conditions.
diff --git a/asr-utils/pkg/indicasr_wasm.d.ts b/asr-utils/pkg/indicasr_wasm.d.ts
new file mode 100644
index 00000000..d358ba67
--- /dev/null
+++ b/asr-utils/pkg/indicasr_wasm.d.ts
@@ -0,0 +1,26 @@
+/* tslint:disable */
+/* eslint-disable */
+/**
+ * @param {Uint8Array} audio_file
+ * @returns {Array<any>}
+ */
+export function run_preprocessor(audio_file: Uint8Array): Array<any>;
+/**
+ * @param {Array<any>} logprobs
+ * @param {Uint32Array} shape
+ * @param {Array<any>} vocab_arr
+ * @param {number} offset
+ * @param {number} actual_vocab_size
+ * @returns {Array<any>}
+ */
+export function decode_logprobs(logprobs: Array<any>, shape: Uint32Array, vocab_arr: Array<any>, offset: number, actual_vocab_size: number): Array<any>;
+/**
+ * @param {Array<any>} logits
+ * @param {Uint32Array} shape
+ * @param {Array<any>} vocab_arr
+ * @param {number} offset
+ * @param {number} actual_vocab_size
+ * @param {number} topk
+ * @returns {Array<any>}
+ */
+export function decode_logprobs_topk(logits: Array<any>, shape: Uint32Array, vocab_arr: Array<any>, offset: number, actual_vocab_size: number, topk: number): Array<any>;
diff --git a/asr-utils/pkg/indicasr_wasm.js b/asr-utils/pkg/indicasr_wasm.js
new file mode 100644
index 00000000..8884aa76
--- /dev/null
+++ b/asr-utils/pkg/indicasr_wasm.js
@@ -0,0 +1,4 @@
+import * as wasm from "./indicasr_wasm_bg.wasm";
+export * from "./indicasr_wasm_bg.js";
+import { __wbg_set_wasm } from "./indicasr_wasm_bg.js";
+__wbg_set_wasm(wasm);
\ No newline at end of file
diff --git a/asr-utils/pkg/indicasr_wasm_bg.js b/asr-utils/pkg/indicasr_wasm_bg.js
new file mode 100644
index 00000000..bcf15ad7
--- /dev/null
+++ b/asr-utils/pkg/indicasr_wasm_bg.js
@@ -0,0 +1,363 @@
+let wasm;
+export function __wbg_set_wasm(val) {
+    wasm = val;
+}
+
+
+const heap = new Array(128).fill(undefined);
+
+heap.push(undefined, null, true, false);
+
+function getObject(idx) { return heap[idx]; }
+
+let heap_next = heap.length;
+
+function dropObject(idx) {
+    if (idx < 132) return;
+    heap[idx] = heap_next;
+    heap_next = idx;
+}
+
+function takeObject(idx) {
+    const ret = getObject(idx);
+    dropObject(idx);
+    return ret;
+}
+
+const lTextDecoder = typeof TextDecoder === 'undefined' ? (0, module.require)('util').TextDecoder : TextDecoder;
+
+let cachedTextDecoder = new lTextDecoder('utf-8', { ignoreBOM: true, fatal: true });
+
+cachedTextDecoder.decode();
+
+let cachedUint8ArrayMemory0 = null;
+
+function getUint8ArrayMemory0() {
+    if (cachedUint8ArrayMemory0 === null || cachedUint8ArrayMemory0.byteLength === 0) {
+        cachedUint8ArrayMemory0 = new Uint8Array(wasm.memory.buffer);
+    }
+    return cachedUint8ArrayMemory0;
+}
+
+function getStringFromWasm0(ptr, len) {
+    ptr = ptr >>> 0;
+    return cachedTextDecoder.decode(getUint8ArrayMemory0().subarray(ptr, ptr + len));
+}
+
+function addHeapObject(obj) {
+    if (heap_next === heap.length) heap.push(heap.length + 1);
+    const idx = heap_next;
+    heap_next = heap[idx];
+
+    heap[idx] = obj;
+    return idx;
+}
+
+let WASM_VECTOR_LEN = 0;
+
+const lTextEncoder = typeof TextEncoder === 'undefined' ? (0, module.require)('util').TextEncoder : TextEncoder;
+
+let cachedTextEncoder = new lTextEncoder('utf-8');
+
+const encodeString = (typeof cachedTextEncoder.encodeInto === 'function'
+    ? function (arg, view) {
+    return cachedTextEncoder.encodeInto(arg, view);
+}
+    : function (arg, view) {
+    const buf = cachedTextEncoder.encode(arg);
+    view.set(buf);
+    return {
+        read: arg.length,
+        written: buf.length
+    };
+});
+
+function passStringToWasm0(arg, malloc, realloc) {
+
+    if (realloc === undefined) {
+        const buf = cachedTextEncoder.encode(arg);
+        const ptr = malloc(buf.length, 1) >>> 0;
+        getUint8ArrayMemory0().subarray(ptr, ptr + buf.length).set(buf);
+        WASM_VECTOR_LEN = buf.length;
+        return ptr;
+    }
+
+    let len = arg.length;
+    let ptr = malloc(len, 1) >>> 0;
+
+    const mem = getUint8ArrayMemory0();
+
+    let offset = 0;
+
+    for (; offset < len; offset++) {
+        const code = arg.charCodeAt(offset);
+        if (code > 0x7F) break;
+        mem[ptr + offset] = code;
+    }
+
+    if (offset !== len) {
+        if (offset !== 0) {
+            arg = arg.slice(offset);
+        }
+        ptr = realloc(ptr, len, len = offset + arg.length * 3, 1) >>> 0;
+        const view = getUint8ArrayMemory0().subarray(ptr + offset, ptr + len);
+        const ret = encodeString(arg, view);
+
+        offset += ret.written;
+        ptr = realloc(ptr, len, offset, 1) >>> 0;
+    }
+
+    WASM_VECTOR_LEN = offset;
+    return ptr;
+}
+
+function isLikeNone(x) {
+    return x === undefined || x === null;
+}
+
+let cachedDataViewMemory0 = null;
+
+function getDataViewMemory0() {
+    if (cachedDataViewMemory0 === null || cachedDataViewMemory0.buffer.detached === true || (cachedDataViewMemory0.buffer.detached === undefined && cachedDataViewMemory0.buffer !== wasm.memory.buffer)) {
+        cachedDataViewMemory0 = new DataView(wasm.memory.buffer);
+    }
+    return cachedDataViewMemory0;
+}
+
+function debugString(val) {
+    // primitive types
+    const type = typeof val;
+    if (type == 'number' || type == 'boolean' || val == null) {
+        return  `${val}`;
+    }
+    if (type == 'string') {
+        return `"${val}"`;
+    }
+    if (type == 'symbol') {
+        const description = val.description;
+        if (description == null) {
+            return 'Symbol';
+        } else {
+            return `Symbol(${description})`;
+        }
+    }
+    if (type == 'function') {
+        const name = val.name;
+        if (typeof name == 'string' && name.length > 0) {
+            return `Function(${name})`;
+        } else {
+            return 'Function';
+        }
+    }
+    // objects
+    if (Array.isArray(val)) {
+        const length = val.length;
+        let debug = '[';
+        if (length > 0) {
+            debug += debugString(val[0]);
+        }
+        for(let i = 1; i < length; i++) {
+            debug += ', ' + debugString(val[i]);
+        }
+        debug += ']';
+        return debug;
+    }
+    // Test for built-in
+    const builtInMatches = /\[object ([^\]]+)\]/.exec(toString.call(val));
+    let className;
+    if (builtInMatches.length > 1) {
+        className = builtInMatches[1];
+    } else {
+        // Failed to match the standard '[object ClassName]'
+        return toString.call(val);
+    }
+    if (className == 'Object') {
+        // we're a user defined class or Object
+        // JSON.stringify avoids problems with cycles, and is generally much
+        // easier than looping through ownProperties of `val`.
+        try {
+            return 'Object(' + JSON.stringify(val) + ')';
+        } catch (_) {
+            return 'Object';
+        }
+    }
+    // errors
+    if (val instanceof Error) {
+        return `${val.name}: ${val.message}\n${val.stack}`;
+    }
+    // TODO we could test for more things here, like `Set`s and `Map`s.
+    return className;
+}
+
+function passArray8ToWasm0(arg, malloc) {
+    const ptr = malloc(arg.length * 1, 1) >>> 0;
+    getUint8ArrayMemory0().set(arg, ptr / 1);
+    WASM_VECTOR_LEN = arg.length;
+    return ptr;
+}
+/**
+ * @param {Uint8Array} audio_file
+ * @returns {Array<any>}
+ */
+export function run_preprocessor(audio_file) {
+    const ptr0 = passArray8ToWasm0(audio_file, wasm.__wbindgen_malloc);
+    const len0 = WASM_VECTOR_LEN;
+    const ret = wasm.run_preprocessor(ptr0, len0);
+    return takeObject(ret);
+}
+
+let cachedUint32ArrayMemory0 = null;
+
+function getUint32ArrayMemory0() {
+    if (cachedUint32ArrayMemory0 === null || cachedUint32ArrayMemory0.byteLength === 0) {
+        cachedUint32ArrayMemory0 = new Uint32Array(wasm.memory.buffer);
+    }
+    return cachedUint32ArrayMemory0;
+}
+
+function passArray32ToWasm0(arg, malloc) {
+    const ptr = malloc(arg.length * 4, 4) >>> 0;
+    getUint32ArrayMemory0().set(arg, ptr / 4);
+    WASM_VECTOR_LEN = arg.length;
+    return ptr;
+}
+/**
+ * @param {Array<any>} logprobs
+ * @param {Uint32Array} shape
+ * @param {Array<any>} vocab_arr
+ * @param {number} offset
+ * @param {number} actual_vocab_size
+ * @returns {Array<any>}
+ */
+export function decode_logprobs(logprobs, shape, vocab_arr, offset, actual_vocab_size) {
+    const ptr0 = passArray32ToWasm0(shape, wasm.__wbindgen_malloc);
+    const len0 = WASM_VECTOR_LEN;
+    const ret = wasm.decode_logprobs(addHeapObject(logprobs), ptr0, len0, addHeapObject(vocab_arr), offset, actual_vocab_size);
+    return takeObject(ret);
+}
+
+/**
+ * @param {Array<any>} logits
+ * @param {Uint32Array} shape
+ * @param {Array<any>} vocab_arr
+ * @param {number} offset
+ * @param {number} actual_vocab_size
+ * @param {number} topk
+ * @returns {Array<any>}
+ */
+export function decode_logprobs_topk(logits, shape, vocab_arr, offset, actual_vocab_size, topk) {
+    const ptr0 = passArray32ToWasm0(shape, wasm.__wbindgen_malloc);
+    const len0 = WASM_VECTOR_LEN;
+    const ret = wasm.decode_logprobs_topk(addHeapObject(logits), ptr0, len0, addHeapObject(vocab_arr), offset, actual_vocab_size, topk);
+    return takeObject(ret);
+}
+
+function handleError(f, args) {
+    try {
+        return f.apply(this, args);
+    } catch (e) {
+        wasm.__wbindgen_exn_store(addHeapObject(e));
+    }
+}
+
+export function __wbindgen_object_drop_ref(arg0) {
+    takeObject(arg0);
+};
+
+export function __wbindgen_string_new(arg0, arg1) {
+    const ret = getStringFromWasm0(arg0, arg1);
+    return addHeapObject(ret);
+};
+
+export function __wbindgen_number_new(arg0) {
+    const ret = arg0;
+    return addHeapObject(ret);
+};
+
+export function __wbindgen_string_get(arg0, arg1) {
+    const obj = getObject(arg1);
+    const ret = typeof(obj) === 'string' ? obj : undefined;
+    var ptr1 = isLikeNone(ret) ? 0 : passStringToWasm0(ret, wasm.__wbindgen_malloc, wasm.__wbindgen_realloc);
+    var len1 = WASM_VECTOR_LEN;
+    getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
+    getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
+};
+
+export function __wbindgen_number_get(arg0, arg1) {
+    const obj = getObject(arg1);
+    const ret = typeof(obj) === 'number' ? obj : undefined;
+    getDataViewMemory0().setFloat64(arg0 + 8 * 1, isLikeNone(ret) ? 0 : ret, true);
+    getDataViewMemory0().setInt32(arg0 + 4 * 0, !isLikeNone(ret), true);
+};
+
+export function __wbg_get_5419cf6b954aa11d(arg0, arg1) {
+    const ret = getObject(arg0)[arg1 >>> 0];
+    return addHeapObject(ret);
+};
+
+export function __wbg_length_f217bbbf7e8e4df4(arg0) {
+    const ret = getObject(arg0).length;
+    return ret;
+};
+
+export function __wbg_new_034f913e7636e987() {
+    const ret = new Array();
+    return addHeapObject(ret);
+};
+
+export function __wbg_new_e69b5f66fda8f13c() {
+    const ret = new Object();
+    return addHeapObject(ret);
+};
+
+export function __wbg_push_36cf4d81d7da33d1(arg0, arg1) {
+    const ret = getObject(arg0).push(getObject(arg1));
+    return ret;
+};
+
+export function __wbg_buffer_ccaed51a635d8a2d(arg0) {
+    const ret = getObject(arg0).buffer;
+    return addHeapObject(ret);
+};
+
+export function __wbg_newwithbyteoffsetandlength_fc445c2d308275d0(arg0, arg1, arg2) {
+    const ret = new Float32Array(getObject(arg0), arg1 >>> 0, arg2 >>> 0);
+    return addHeapObject(ret);
+};
+
+export function __wbg_new_1da7377de0530afc(arg0) {
+    const ret = new Float32Array(getObject(arg0));
+    return addHeapObject(ret);
+};
+
+export function __wbg_set_e864d25d9b399c9f() { return handleError(function (arg0, arg1, arg2) {
+    const ret = Reflect.set(getObject(arg0), getObject(arg1), getObject(arg2));
+    return ret;
+}, arguments) };
+
+export function __wbindgen_debug_string(arg0, arg1) {
+    const ret = debugString(getObject(arg1));
+    const ptr1 = passStringToWasm0(ret, wasm.__wbindgen_malloc, wasm.__wbindgen_realloc);
+    const len1 = WASM_VECTOR_LEN;
+    getDataViewMemory0().setInt32(arg0 + 4 * 1, len1, true);
+    getDataViewMemory0().setInt32(arg0 + 4 * 0, ptr1, true);
+};
+
+export function __wbindgen_throw(arg0, arg1) {
+    throw new Error(getStringFromWasm0(arg0, arg1));
+};
+
+export function __wbindgen_memory() {
+    const ret = wasm.memory;
+    return addHeapObject(ret);
+};
+
+export function __wbindgen_array_new() {
+    const ret = [];
+    return addHeapObject(ret);
+};
+
+export function __wbindgen_array_push(arg0, arg1) {
+    getObject(arg0).push(takeObject(arg1));
+};
+
diff --git a/asr-utils/pkg/indicasr_wasm_bg.wasm b/asr-utils/pkg/indicasr_wasm_bg.wasm
new file mode 100644
index 00000000..aae9e31d
Binary files /dev/null and b/asr-utils/pkg/indicasr_wasm_bg.wasm differ
diff --git a/asr-utils/pkg/indicasr_wasm_bg.wasm.d.ts b/asr-utils/pkg/indicasr_wasm_bg.wasm.d.ts
new file mode 100644
index 00000000..02b67c91
--- /dev/null
+++ b/asr-utils/pkg/indicasr_wasm_bg.wasm.d.ts
@@ -0,0 +1,9 @@
+/* tslint:disable */
+/* eslint-disable */
+export const memory: WebAssembly.Memory;
+export function run_preprocessor(a: number, b: number): number;
+export function decode_logprobs(a: number, b: number, c: number, d: number, e: number, f: number): number;
+export function decode_logprobs_topk(a: number, b: number, c: number, d: number, e: number, f: number, g: number): number;
+export function __wbindgen_malloc(a: number, b: number): number;
+export function __wbindgen_realloc(a: number, b: number, c: number, d: number): number;
+export function __wbindgen_exn_store(a: number): void;
diff --git a/asr-utils/pkg/package.json b/asr-utils/pkg/package.json
new file mode 100644
index 00000000..4e27b037
--- /dev/null
+++ b/asr-utils/pkg/package.json
@@ -0,0 +1,20 @@
+{
+  "name": "indicasr-wasm",
+  "type": "module",
+  "collaborators": [
+    "Nikhil Narasimhan <nikhil.narasimhan99@gmail.com>"
+  ],
+  "version": "0.1.0",
+  "files": [
+    "indicasr_wasm_bg.wasm",
+    "indicasr_wasm.js",
+    "indicasr_wasm_bg.js",
+    "indicasr_wasm.d.ts"
+  ],
+  "main": "indicasr_wasm.js",
+  "types": "indicasr_wasm.d.ts",
+  "sideEffects": [
+    "./indicasr_wasm.js",
+    "./snippets/*"
+  ]
+}
\ No newline at end of file
diff --git a/asr-utils/src/lib.rs b/asr-utils/src/lib.rs
new file mode 100644
index 00000000..94fc42a7
--- /dev/null
+++ b/asr-utils/src/lib.rs
@@ -0,0 +1,538 @@
+mod utils;
+use js_sys::{Array as JSArray, Float32Array as JSFloat32Array, Object as JSObject};
+use mel_spec::mel::mel;
+use ndarray::{concatenate, s, Array1, Array2, Array3, Axis, Zip};
+use ndarray_stats::QuantileExt;
+use rustfft::{num_complex::Complex32, FftPlanner};
+use std::cmp::min;
+use std::collections::HashMap;
+use std::io::{BufReader, Cursor};
+use utils::Value;
+use wasm_bindgen::prelude::*;
+use wavers::{IntoNdarray, ReadSeek, Wav};
+
+// #[wasm_bindgen]
+// extern "C" {
+//     fn alert(s: &str);
+//     #[wasm_bindgen(js_namespace = console, js_name = log)]
+//     fn log(b: &[u8]);
+//     #[wasm_bindgen(js_namespace = console, js_name = log)]
+//     fn log_str(s: &str);
+//     #[wasm_bindgen(js_namespace = console, js_name = log)]
+//     fn log_jsval(s: &JsValue);
+//     #[wasm_bindgen(js_namespace = console, js_name = log)]
+//     fn log_jsvecf32(s: Vec<f32>);
+//     #[wasm_bindgen(js_namespace = console, js_name = log)]
+//     fn log_jsvecusize(s: Vec<usize>);
+// }
+
+// #[wasm_bindgen]
+// pub fn greet() {
+//     alert("Hello, indicasr-wasm!");
+// }
+
+fn do_premphasis(audio: Array2<f32>, val: f32) -> Array2<f32> {
+    let arr1 = audio.column(0).insert_axis(Axis(1));
+    let arr2 = audio.slice(s![.., 1..]).to_owned() - audio.slice(s![.., ..-1]).mapv(|a| a * val);
+    let final_arr = concatenate(Axis(1), &[arr1, arr2.view()]).unwrap();
+    final_arr
+}
+
+fn stft(
+    signal: Array2<f32>,
+    window_size: usize,
+    step_size: usize,
+    fft_size: usize,
+) -> Array3<Complex32> {
+    let num_channels = signal.dim().0;
+
+    let signal_len = signal.len();
+    let num_windows = (signal_len - window_size) / step_size + 1;
+
+    let mut planner = FftPlanner::new();
+    let fft = planner.plan_fft_forward(fft_size);
+
+    let hann_window: Array1<f32> = Array1::linspace(0., 1., window_size)
+        .mapv(|x| 0.5 - 0.5 * (2.0 * std::f32::consts::PI * x).cos());
+
+    let mut stft_result = Array3::zeros((num_channels, num_windows, fft_size / 2 + 1));
+
+    for c in 0..num_channels {
+        for (i, window) in signal
+            .row(c)
+            .to_vec()
+            .windows(window_size)
+            .step_by(step_size)
+            .enumerate()
+        {
+            let mut fft_input: Vec<Complex32> = vec![Complex32::new(0.0, 0.0); fft_size];
+
+            for (j, (&s, &w)) in window.iter().zip(hann_window.iter()).enumerate() {
+                fft_input[j] = Complex32::new(s * w, 0.0);
+            }
+
+            fft.process(&mut fft_input);
+
+            let fft_output: Array1<Complex32> = Array1::from_iter(
+                fft_input
+                    .iter()
+                    .take(fft_size / 2 + 1)
+                    .map(|&c| Complex32::new(c.re, c.im)),
+            );
+
+            stft_result.slice_mut(s![c, i, ..]).assign(&fft_output);
+        }
+    }
+
+    stft_result.permuted_axes((0, 2, 1))
+}
+
+fn do_stft(
+    audio: Array2<f32>,
+    window_size: usize,
+    step_size: usize,
+    fft_size: usize,
+) -> Array3<f32> {
+    let stft_tensor = stft(audio, window_size, step_size, fft_size);
+    let stft_tensor = stft_tensor.mapv(|a| a.re.powi(2) + a.im.powi(2));
+    let stft_tensor = stft_tensor.mapv(|a| a.sqrt());
+    stft_tensor
+}
+
+fn dot_with_filterbank_energies(
+    audio: Array3<f32>,
+    sampling_rate: f64,
+    fft_size: usize,
+    n_mels: usize,
+    f_min: Option<f64>,
+    f_max: Option<f64>,
+) -> Array3<f32> {
+    let filterbanks = mel(sampling_rate, fft_size, n_mels, f_min, f_max, false, true)
+        .mapv(|a| a as f32)
+        .insert_axis(Axis(0));
+
+    let mut result: Array3<f32> =
+        Array3::zeros((filterbanks.dim().0, filterbanks.dim().1, audio.dim().2));
+
+    for i in 0..filterbanks.dim().0 {
+        let a_2d: Array2<f32> = filterbanks.slice(s![i, .., ..]).to_owned();
+        let b_2d: Array2<f32> = audio.slice(s![i, .., ..]).to_owned();
+        let result_2d = a_2d.dot(&b_2d);
+
+        result.slice_mut(s![i, .., ..]).assign(&result_2d);
+    }
+
+    result
+}
+
+fn normalize_per_feature(
+    audio: Array3<f32>,
+    seq_len: &Array1<usize>,
+    constant: f32,
+) -> (Array3<f32>, Array2<f32>, Array2<f32>) {
+    let mut x_mean: Array2<f32> = Array2::zeros((seq_len.shape()[0], audio.shape()[1]));
+    let mut x_std: Array2<f32> = Array2::zeros((seq_len.shape()[0], audio.shape()[1]));
+
+    for i in 0..audio.shape()[0] {
+        let third_dim = min(seq_len[i], audio.dim().2);
+        if audio.slice(s![i, .., ..third_dim]).shape()[0] == 1 {
+            panic!("normalize_batch with `per_feature` normalize_type received a tensor of length 1. This will result in torch.std() returning nan. Make sure your audio length has enough samples for a single feature (ex. at least `hop_length` for Mel Spectrograms).")
+        }
+        x_mean.slice_mut(s![i, ..]).assign(
+            &audio
+                .slice(s![i, .., ..min(third_dim, audio.dim().2)])
+                .mean_axis(Axis(1))
+                .unwrap(),
+        );
+        x_std
+            .slice_mut(s![i, ..])
+            .assign(&audio.slice(s![i, .., ..third_dim]).std_axis(Axis(1), 1.0));
+    }
+    let x_std = x_std.mapv(|a| a + constant);
+    (
+        (audio - x_mean.view().insert_axis(Axis(2))) / x_std.view().insert_axis(Axis(2)),
+        x_mean,
+        x_std,
+    )
+}
+
+fn arange(start: f32, end: f32, step: f32) -> Array1<f32> {
+    if step == 0.0 {
+        panic!("Step cannot be zero");
+    }
+
+    let len = ((end - start) / step).ceil() as usize;
+    Array1::from_shape_fn(len, |i| start + i as f32 * step)
+}
+
+fn repeat(array: Array1<f32>, repeats: (usize, usize)) -> Array2<f32> {
+    let (repeat_rows, repeat_cols) = repeats;
+
+    // Create a 2D array where each row is a repeated 1D array
+    let rows: Vec<Vec<f32>> = (0..repeat_rows)
+        .map(|_| array.to_vec()) // Repeat the 1D array to create rows
+        .collect();
+
+    // Flatten the 2D rows into a single vector and repeat each row
+    let repeated_rows: Vec<f32> = rows
+        .iter()
+        .flat_map(|row| row.iter().flat_map(|&x| vec![x; repeat_cols]))
+        .collect();
+
+    // Create the final Array2
+    Array2::from_shape_vec((repeat_rows, repeat_cols * array.len()), repeated_rows).unwrap()
+}
+
+fn run_mask(audio: Array3<f32>, seq_len: Array1<usize>) -> Array3<f32> {
+    let max_len = audio.dim().2 as f32;
+    let mask = arange(0.0, max_len, 1.0);
+    let arr1 = repeat(mask, (audio.dim().0, 1));
+    let arr2 = seq_len
+        .insert_axis(Axis(1))
+        .broadcast(arr1.dim())
+        .unwrap()
+        .mapv(|a| a as f32);
+
+    let mut mask: Array2<bool> = Array2::from_elem(arr1.dim(), false);
+    Zip::from(&mut mask)
+        .and(&arr1)
+        .and(&arr2)
+        .for_each(|a, &b, &c| *a = b >= c);
+
+    let mask = mask
+        .insert_axis(Axis(1))
+        .broadcast(audio.dim())
+        .unwrap()
+        .to_owned();
+    let mut masked_signal = audio.clone();
+    Zip::from(&mut masked_signal)
+        .and(&audio)
+        .and(&mask)
+        .for_each(|a, &b, &c| *a = if c { 0.0 } else { b });
+
+    masked_signal
+}
+
+fn softmax(array: &Array3<f32>) -> Array3<f32> {
+    // Calculate softmax along the last axis (logits)
+    let max_values = array
+        .map_axis(Axis(2), |x| {
+            *x.iter().max_by(|a, b| a.partial_cmp(b).unwrap()).unwrap()
+        })
+        .insert_axis(Axis(2));
+    let exp_array = (array - &max_values).mapv(f32::exp);
+    let sum_exp = exp_array.sum_axis(Axis(2)).insert_axis(Axis(2)); // Keep the dimensions
+
+    exp_array / sum_exp // Broadcasting division
+}
+
+fn get_argmax(arr: &Array3<f32>) -> Array2<usize> {
+    let dims = arr.dim();
+
+    let mut argmax: Array2<usize> = Array2::zeros((dims.0, dims.1));
+    for batch in 0..dims.0 {
+        for timestep in 0..dims.1 {
+            argmax
+                .slice_mut(s![batch, timestep])
+                .fill(arr.slice(s![batch, timestep, ..]).argmax().unwrap());
+        }
+    }
+    argmax
+}
+
+fn get_argmax_topk(arr: &mut Array3<f32>, topk: usize) -> Array3<(usize, f32)> {
+    let dims = arr.dim();
+
+    let mut argmax: Array3<(usize, f32)> =
+        Array3::from_shape_fn((dims.0, dims.1, topk), |_| (0, 0.0));
+
+    for batch in 0..dims.0 {
+        for k in 0..topk {
+            for timestep in 0..dims.1 {
+                let argmax_idx: usize = arr.slice(s![batch, timestep, ..]).argmax().unwrap();
+                let argmax_prob: f32 = arr[[batch, timestep, argmax_idx]];
+
+                argmax[[batch, timestep, k]] = (argmax_idx, argmax_prob);
+                arr[[batch, timestep, argmax_idx]] = 0.0;
+            }
+        }
+    }
+
+    argmax
+}
+
+fn merge_logprobs(arr: &Array2<usize>) -> Vec<Vec<usize>> {
+    let mut result = Vec::new();
+
+    // Iterate over the slices along the specified axis
+    for batch in arr.axis_iter(Axis(0)) {
+        let mut unique = Vec::new();
+        let mut previous = None;
+
+        // Iterate over the elements of the current slice
+        for &value in batch.iter() {
+            if Some(value) != previous {
+                unique.push(value);
+                previous = Some(value);
+            }
+        }
+
+        result.push(unique);
+    }
+
+    result
+}
+
+fn merge_logprobs_topk(arr: &Array3<(usize, f32)>) -> Vec<Vec<Vec<(usize, f32)>>> {
+    let mut result = Vec::new();
+
+    // Iterate over the slices along the specified axis
+    for batch in arr.axis_iter(Axis(0)) {
+        let mut unique = Vec::new();
+        let mut previous = None;
+
+        // Iterate over the elements of the current slice
+        for timestep in batch.axis_iter(Axis(0)) {
+            let (idx, _): (usize, f32) = timestep[[0]];
+            if Some(idx) != previous {
+                unique.push(timestep.to_owned().into_raw_vec());
+                previous = Some(idx);
+            }
+        }
+
+        result.push(unique);
+    }
+
+    result
+}
+
+fn get_text(vocab: &Vec<String>, indices: Vec<usize>) -> String {
+    let mut text = String::from("");
+    for i in indices {
+        let mut token = vocab[i].as_str();
+
+        if token == "b" {
+            token = "";
+        }
+
+        text += token;
+    }
+
+    text.replace("▁", " ")
+}
+
+fn get_text_topk(vocab: &Vec<String>, indices: Vec<Vec<(usize, f32)>>) -> HashMap<String, Value> {
+    let mut n_best_tokens = Vec::new();
+    let mut sent = String::new();
+
+    let mut cur_word = String::new();
+    let mut cur_tokens = Vec::new();
+    for tokens in indices {
+        let (highest_prob_token_id, _) = tokens[0];
+        let highest_prob_token = &vocab[highest_prob_token_id];
+
+        if highest_prob_token_id == vocab.len() - 1 {
+            continue;
+        }
+
+        if highest_prob_token.contains("▁") {
+            sent += cur_word.replace("▁", " ").as_str();
+
+            if cur_word != "" {
+                let word = HashMap::from([
+                    ("word".to_string(), Value::Text(cur_word.replace("▁", ""))),
+                    ("tokens".to_string(), Value::MapList(cur_tokens)),
+                ]);
+
+                n_best_tokens.push(word);
+            }
+            cur_word = String::new();
+            cur_tokens = Vec::new();
+        }
+
+        // println!("{:?}", n_best_tokens);
+        cur_word += highest_prob_token;
+        if highest_prob_token == "▁" {
+            continue;
+        }
+
+        let mut tokens_topk = HashMap::new();
+        for (token, prob) in tokens {
+            tokens_topk.insert(vocab[token].to_string(), Value::Float(prob));
+        }
+
+        cur_tokens.push(tokens_topk);
+    }
+
+    // for the remaining tokens
+    sent += cur_word.replace("▁", " ").as_str();
+    if cur_word != "" {
+        let word = HashMap::from([
+            ("word".to_string(), Value::Text(cur_word.replace("▁", ""))),
+            ("tokens".to_string(), Value::MapList(cur_tokens)),
+        ]);
+
+        n_best_tokens.push(word);
+    }
+
+    HashMap::from([
+        ("text".to_string(), Value::Text(sent)),
+        ("nBestTokens".to_string(), Value::MapList(n_best_tokens)),
+    ])
+}
+
+fn array3_to_js_array(audio: Array3<f32>) -> JSArray {
+    let audio_array: JSArray = JSArray::new();
+    let (n, m, _) = audio.dim();
+    for i in 0..n {
+        let arr_2d: JSArray = JSArray::new();
+        for j in 0..m {
+            // Convert each 1D slice to Vec<T>
+            let arr_1d: JSFloat32Array =
+                JSFloat32Array::from(audio.slice(s![i, j, ..]).to_vec().as_slice());
+            arr_2d.push(&arr_1d.into());
+        }
+        audio_array.push(&arr_2d.into());
+    }
+    audio_array
+}
+
+fn js_array_to_array3(
+    arr: JSArray,
+    shape: &[usize],
+    vocab_start: usize,
+    vocab_end: usize,
+) -> Array3<f32> {
+    let arr3 = Array3::from_shape_vec(
+        (shape[0], shape[1], shape[2]),
+        arr.to_vec()
+            .iter()
+            .map(|a| a.as_f64().unwrap() as f32)
+            .collect(),
+    )
+    .unwrap();
+
+    let logits_arr = arr3.slice(s![.., .., vocab_start..vocab_end]).to_owned();
+    let blanks_arr = arr3.slice(s![.., .., (shape[2] - 1)..]).to_owned();
+    concatenate(Axis(2), &[logits_arr.view(), blanks_arr.view()]).unwrap()
+}
+
+fn hashmap_to_jsmap(topk_map: &HashMap<String, Value>) -> JsValue {
+    // Create a JS object
+    let js_object = JSObject::new();
+
+    // Insert values into the JS object
+    for (key, value) in topk_map {
+        let js_value = match value {
+            Value::Text(s) => JsValue::from(s.to_owned()),
+            Value::Float(f) => JsValue::from(f.to_owned()),
+            // Value::List(v) => JsValue::from_serde(&v).unwrap(),
+            Value::MapList(m) => JsValue::from(
+                m.iter()
+                    .map(|x| hashmap_to_jsmap(x))
+                    .collect::<Vec<JsValue>>(),
+            ),
+        };
+        // let js_value = serde_wasm_bindgen::to_value(&value).unwrap();
+
+        // Use Reflect to set properties on the JS object
+        js_sys::Reflect::set(&js_object, &JsValue::from(key), &js_value).unwrap();
+    }
+
+    JsValue::from(js_object)
+}
+
+#[wasm_bindgen]
+pub fn run_preprocessor(audio_file: &[u8]) -> JSArray {
+    #[cfg(debug_assertions)]
+    utils::set_panic_hook();
+    let cursor = Cursor::new(audio_file.to_owned());
+    let buf_reader: Box<dyn ReadSeek> = Box::new(BufReader::new(cursor));
+    let wav: Wav<i16> = Wav::new(buf_reader).unwrap();
+    let (audio_tensor, _): (Array2<i16>, i32) = wav.into_ndarray().unwrap();
+    let audio_tensor = audio_tensor.t().to_owned();
+    let seq_len = Array1::from_vec(vec![audio_tensor.ncols()]);
+    let audio_tensor = audio_tensor.mapv(f32::from);
+    let audio_tensor = audio_tensor.mapv(|a| a / 32768.0);
+    let audio_tensor = do_premphasis(audio_tensor, 0.97);
+    let audio_tensor = do_stft(
+        audio_tensor,
+        400, /*0.025 * 16000.0*/
+        160, /*0.01 * 16000.0*/
+        512,
+    );
+    let audio_tensor = audio_tensor.mapv(|a| a.powi(2));
+    let audio_tensor =
+        dot_with_filterbank_energies(audio_tensor, 16000.0, 512, 80, Some(0.0), None);
+    let audio_tensor = audio_tensor.mapv(|a| a + 2_f32.powi(-24)).mapv(|a| a.ln());
+    let (audio_tensor, _, _) = normalize_per_feature(audio_tensor, &seq_len, 1e-5);
+    let audio_tensor = run_mask(audio_tensor, seq_len);
+
+    array3_to_js_array(audio_tensor)
+}
+
+#[wasm_bindgen]
+pub fn decode_logprobs(
+    logprobs: JSArray,
+    shape: &[usize],
+    vocab_arr: JSArray,
+    offset: usize,
+    actual_vocab_size: usize,
+) -> JSArray {
+    let vocab_start = offset * actual_vocab_size;
+    let vocab_end = vocab_start + actual_vocab_size;
+
+    let arr = js_array_to_array3(logprobs, shape, vocab_start, vocab_end);
+
+    let argmax = get_argmax(&arr);
+    let indices_batch = merge_logprobs(&argmax);
+
+    let mut vocab: Vec<String> = vocab_arr.to_vec()[vocab_start..vocab_end]
+        .iter()
+        .map(|a| a.as_string().unwrap())
+        .collect();
+
+    vocab.push(String::from("b"));
+
+    let text: JSArray = JSArray::new();
+    for indices in indices_batch {
+        let t = get_text(&vocab, indices);
+        text.push(&JsValue::from_str(&t.as_str().trim()));
+    }
+
+    text
+}
+
+#[wasm_bindgen]
+pub fn decode_logprobs_topk(
+    logits: JSArray,
+    shape: &[usize],
+    vocab_arr: JSArray,
+    offset: usize,
+    actual_vocab_size: usize,
+    topk: usize,
+) -> JSArray {
+    let vocab_start = offset * actual_vocab_size;
+    let vocab_end = vocab_start + actual_vocab_size;
+
+    let logits_arr3 = js_array_to_array3(logits, shape, vocab_start, vocab_end);
+    let mut logprobs = softmax(&logits_arr3);
+
+    let argmax = get_argmax_topk(&mut logprobs, topk);
+    let indices_batch = merge_logprobs_topk(&argmax);
+
+    let mut vocab: Vec<String> = vocab_arr.to_vec()[vocab_start..vocab_end]
+        .iter()
+        .map(|a| a.as_string().unwrap())
+        .collect();
+
+    vocab.push(String::from(""));
+
+    let text: JSArray = JSArray::new();
+    for indices in indices_batch {
+        let t = get_text_topk(&vocab, indices);
+        text.push(&hashmap_to_jsmap(&t));
+    }
+
+    text
+}
diff --git a/asr-utils/src/utils.rs b/asr-utils/src/utils.rs
new file mode 100644
index 00000000..595b6676
--- /dev/null
+++ b/asr-utils/src/utils.rs
@@ -0,0 +1,19 @@
+use std::collections::HashMap;
+
+pub fn set_panic_hook() {
+    // When the `console_error_panic_hook` feature is enabled, we can call the
+    // `set_panic_hook` function at least once during initialization, and then
+    // we will get better error messages if our code ever panics.
+    //
+    // For more details see
+    // https://github.com/rustwasm/console_error_panic_hook#readme
+    // #[cfg(feature = "console_error_panic_hook")]
+    #[cfg(debug_assertions)]
+    console_error_panic_hook::set_once();
+}
+
+pub enum Value {
+    Text(String),
+    MapList(Vec<HashMap<String, Value>>),
+    Float(f32),
+}
diff --git a/asr-utils/tests/web.rs b/asr-utils/tests/web.rs
new file mode 100644
index 00000000..de5c1daf
--- /dev/null
+++ b/asr-utils/tests/web.rs
@@ -0,0 +1,13 @@
+//! Test suite for the Web and headless browsers.
+
+#![cfg(target_arch = "wasm32")]
+
+extern crate wasm_bindgen_test;
+use wasm_bindgen_test::*;
+
+wasm_bindgen_test_configure!(run_in_browser);
+
+#[wasm_bindgen_test]
+fn pass() {
+    assert_eq!(1 + 1, 2);
+}
diff --git a/index.html b/index.html
index 08e44588..bc8dd48a 100644
--- a/index.html
+++ b/index.html
@@ -12,7 +12,6 @@
       name="description"
       content="Base React App structure for Devigital Systems Projects"
     />
-
     <!-- <link rel="apple-touch-icon" href="%PUBLIC_URL%/logo192.png" /> -->
     <link rel="manifest" href="/manifest.json" />
     <link rel="preconnect" href="https://fonts.googleapis.com" />
@@ -23,34 +22,17 @@
     />
     <link href="https://fonts.cdnfonts.com/css/bad-comic" rel="stylesheet" />
     <script src="./js/jquery-3.7.0.min.js" defer></script>
+     <!-- <script type="text/javascript" src="./whisper.wasm/stream.js" defer></script>
+    <script type="text/javascript" src="./whisper.wasm/initWhisper.js" defer></script> -->
+    <script type="text/javascript" src="./sherpa.wasm/sherpa-onnx-asr.js" defer></script>
+    <script type="text/javascript" src="./sherpa.wasm/sherpa-onnx-vad.js" defer></script>
+    <script type="text/javascript" src="./sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.js" defer></script>
+    <script type="text/javascript" src="./sherpa.wasm/initShrepa.js" defer></script>
+    <script src="https://cdn.jsdelivr.net/npm/canvas-confetti@1.9.2/dist/confetti.browser.min.js"></script>
+    <script
+    src="https://cdn.jsdelivr.net/npm/onnxruntime-web/dist/ort.min.js"
+    strategy="lazyOnload"></script>
     <title>EkStep</title>
-
-    <!-- Content Security Policy -->
-<meta http-equiv="Content-Security-Policy" content="
-  default-src 'self';
-  script-src 'self' https://cdn.jsdelivr.net/npm/canvas-confetti@1.9.2/dist/confetti.browser.min.js 'unsafe-eval';
-  style-src 'self' https://fonts.googleapis.com https://fonts.cdnfonts.com 'unsafe-inline';
-  object-src 'none';
-  base-uri 'self';
-  connect-src 'self' *.theall.ai https://all-prod-content-service.s3.ap-south-1.amazonaws.com blob:;
-  font-src 'self' https://fonts.googleapis.com https://fonts.cdnfonts.com https://fonts.gstatic.com;
-  frame-src 'self';
-  img-src 'self' data: blob: 
-  https://images.squarespace-cdn.com 
-  https://all-prod-content-service.s3.ap-south-1.amazonaws.com 
-  https://all-dev-content-service.s3.ap-south-1.amazonaws.com 
-  https://s3.ap-south-1.amazonaws.com 
-  https://raw.githubusercontent.com 
-  https://cdn.jsdelivr.net;
-
-  manifest-src 'self';
-  media-src 'self' blob: https://all-prod-content-service.s3.ap-south-1.amazonaws.com https://all-dev-content-service.s3.ap-south-1.amazonaws.com https://raw.githubusercontent.com;
-  worker-src 'self' blob: https://d114esnbvw5tst.cloudfront.net;
-  form-action 'self';
-  frame-ancestors 'self';
-" />
-
-
   </head>
   <body>
     <div id="root">
diff --git a/package-lock.json b/package-lock.json
index a3e0a94b..bfa67b23 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -1,7 +1,7 @@
 {
   "name": "new",
   "version": "0.1.0",
-  "lockfileVersion": 3,
+  "lockfileVersion": 2,
   "requires": true,
   "packages": {
     "": {
@@ -9,8 +9,9 @@
       "version": "0.1.0",
       "dependencies": {
         "@aws-sdk/client-s3": "^3.388.0",
-        "@emotion/react": "^11.7.0",
-        "@emotion/styled": "^11.6.0",
+        "@emotion/react": "^11.14.0",
+        "@emotion/styled": "^11.14.0",
+        "@ffmpeg/ffmpeg": "^0.9.8",
         "@fingerprintjs/fingerprintjs": "^4.2.2",
         "@mui/icons-material": "^5.2.5",
         "@mui/material": "^5.2.2",
@@ -29,8 +30,12 @@
         "eslint-plugin-import": "^2.28.0",
         "eslint-plugin-jsx-a11y": "^6.7.1",
         "faker": "^5.5.3",
+        "ffmpeg": "^0.0.4",
         "framer-motion": "^12.4.1",
+        "fuzzball": "^2.1.3",
+        "hoist-non-react-statics": "^3.3.2",
         "homophones": "^1.0.1",
+        "indicasr-wasm": "file:asr-utils/pkg",
         "jwt-decode": "^4.0.0",
         "lodash": "^4.17.21",
         "memoize-one": "^6.0.0",
@@ -67,6 +72,8 @@
         "@vitejs/plugin-react-swc": "^3.10.0",
         "eslint": "^7.32.0",
         "eslint-config-prettier": "^8.3.0",
+        "eslint-plugin-import": "^2.29.1",
+        "eslint-plugin-jsx-a11y": "^6.9.0",
         "eslint-plugin-prettier": "^3.4.0",
         "eslint-plugin-react": "^7.37.5",
         "eslint-plugin-react-hooks": "^5.2.0",
@@ -74,13 +81,15 @@
         "lint-staged": "^11.2.6",
         "prettier": "^2.8.8",
         "react": "^18.2.0",
-        "vite": "^6.3.5"
+        "vite": "^4.5.2"
       }
     },
+    "asr-utils/pkg": {
+      "name": "indicasr-wasm",
+      "version": "0.1.0"
+    },
     "node_modules/@aashutoshrathi/word-wrap": {
       "version": "1.2.6",
-      "resolved": "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz",
-      "integrity": "sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==",
       "dev": true,
       "license": "MIT",
       "engines": {
@@ -89,14 +98,10 @@
     },
     "node_modules/@adobe/css-tools": {
       "version": "4.2.0",
-      "resolved": "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.2.0.tgz",
-      "integrity": "sha512-E09FiIft46CmH5Qnjb0wsW54/YQd69LsxeKUOWawmws1XWvyFGURnAChH0mlr7YPFR1ofwvUQfcL0J3lMxXqPA==",
       "license": "MIT"
     },
     "node_modules/@ampproject/remapping": {
       "version": "2.2.1",
-      "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz",
-      "integrity": "sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==",
       "dev": true,
       "license": "Apache-2.0",
       "dependencies": {
@@ -109,8 +114,6 @@
     },
     "node_modules/@aws-crypto/crc32": {
       "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz",
-      "integrity": "sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==",
       "license": "Apache-2.0",
       "dependencies": {
         "@aws-crypto/util": "^5.2.0",
@@ -123,8 +126,6 @@
     },
     "node_modules/@aws-crypto/crc32c": {
       "version": "5.2.0",
-      "resolved": "https://registry.npmjs.org/@aws-crypto/crc32c/-/crc32c-5.2.0.tgz",
-      "integrity": "sha512-+iWb8qaHLYKrNvGRbiYRHSdKRWhto5XlZUEBwDjYNf+ly5SVYG6zEoYIdxvf5R3zyeP16w4PLBn3rH1xc74Rag==",
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+      "dev": true,
+      "requires": {
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+      }
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+      "requires": {
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+      "requires": {
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+      "requires": {
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+      }
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+        "is-extendable": "^0.1.1",
+        "set-value": "^2.0.1"
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+    "uuid": {
+      "version": "9.0.1"
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+      "dev": true
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+      "version": "1.10.0",
+      "requires": {
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+        "core-util-is": "1.0.2",
+        "extsprintf": "^1.2.0"
+      },
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+          "version": "1.0.2"
+        }
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+      "resolved": "https://registry.npmjs.org/vite/-/vite-4.5.2.tgz",
+      "integrity": "sha512-tBCZBNSBbHQkaGyhGCDUGqeo2ph8Fstyp6FMSvTtsXeZSPpSMGlviAOav2hxVTqFcx8Hj/twtWKsMJXNY0xI8w==",
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+      "requires": {
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+      "requires": {
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+        "for-each": "^0.3.5",
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+      "version": "7.0.0",
+      "dev": true,
+      "requires": {
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+        "string-width": "^4.1.0",
+        "strip-ansi": "^6.0.0"
+      }
+    },
+    "wrappy": {
+      "version": "1.0.2"
+    },
+    "ws": {
+      "version": "3.3.3",
+      "requires": {
+        "async-limiter": "~1.0.0",
+        "safe-buffer": "~5.1.0",
+        "ultron": "~1.1.0"
+      }
+    },
+    "xmldom": {
+      "version": "0.1.19"
+    },
+    "xmlhttprequest-ssl": {
+      "version": "1.5.5"
+    },
+    "yallist": {
+      "version": "3.1.1"
+    },
+    "yaml": {
+      "version": "1.10.2"
+    },
+    "yeast": {
+      "version": "0.1.2"
+    },
+    "yn": {
+      "version": "3.1.1"
+    }
   }
-}
+}
\ No newline at end of file
diff --git a/package.json b/package.json
index 4bf94258..50c467a1 100644
--- a/package.json
+++ b/package.json
@@ -5,8 +5,9 @@
   "homepage": ".",
   "dependencies": {
     "@aws-sdk/client-s3": "^3.388.0",
-    "@emotion/react": "^11.7.0",
-    "@emotion/styled": "^11.6.0",
+    "@emotion/react": "^11.14.0",
+    "@emotion/styled": "^11.14.0",
+    "@ffmpeg/ffmpeg": "^0.9.8",
     "@fingerprintjs/fingerprintjs": "^4.2.2",
     "@mui/icons-material": "^5.2.5",
     "@mui/material": "^5.2.2",
@@ -25,8 +26,12 @@
     "eslint-plugin-import": "^2.28.0",
     "eslint-plugin-jsx-a11y": "^6.7.1",
     "faker": "^5.5.3",
+    "ffmpeg": "^0.0.4",
     "framer-motion": "^12.4.1",
+    "fuzzball": "^2.1.3",
+    "hoist-non-react-statics": "^3.3.2",
     "homophones": "^1.0.1",
+    "indicasr-wasm": "file:asr-utils/pkg",
     "jwt-decode": "^4.0.0",
     "lodash": "^4.17.21",
     "memoize-one": "^6.0.0",
@@ -92,6 +97,8 @@
     "@vitejs/plugin-react-swc": "^3.10.0",
     "eslint": "^7.32.0",
     "eslint-config-prettier": "^8.3.0",
+    "eslint-plugin-import": "^2.29.1",
+    "eslint-plugin-jsx-a11y": "^6.9.0",
     "eslint-plugin-prettier": "^3.4.0",
     "eslint-plugin-react": "^7.37.5",
     "eslint-plugin-react-hooks": "^5.2.0",
@@ -99,7 +106,7 @@
     "lint-staged": "^11.2.6",
     "prettier": "^2.8.8",
     "react": "^18.2.0",
-    "vite": "^6.3.5"
+    "vite": "^4.5.2"
   },
   "lint-staged": {
     "src/**/*.{js,jsx}": [
diff --git a/public/models/cb.rnnn b/public/models/cb.rnnn
new file mode 100644
index 00000000..bcbf6b56
--- /dev/null
+++ b/public/models/cb.rnnn
@@ -0,0 +1,22 @@
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+24 1 1
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diff --git a/public/models/kannada.quant.onnx b/public/models/kannada.quant.onnx
new file mode 100644
index 00000000..8c0819ec
Binary files /dev/null and b/public/models/kannada.quant.onnx differ
diff --git a/public/models/kannada.vocab b/public/models/kannada.vocab
new file mode 100644
index 00000000..8e442aed
--- /dev/null
+++ b/public/models/kannada.vocab
@@ -0,0 +1,258 @@
+0
+256
+<unk>
+▁ಮ
+▁ಸ
+ತ್
+ಲ್
+▁ಕ
+ಿದ
+ಾರ
+ನ್
+ಲ್ಲ
+▁ನ
+ಂದ
+▁ಅ
+ರು
+ಾಗ
+▁ಪ
+▁ಹ
+್ರ
+ತ್ತ
+▁ಬ
+ನ್ನ
+ಿಸ
+ಗಳ
+್ಯ
+ಕ್
+ರ್
+▁ವ
+ಗೆ
+ಲ್ಲಿ
+್ದ
+ನ್ನು
+ರಿ
+▁ಆ
+▁ತ
+ೆಯ
+▁ಎ
+▁ಇ
+ಿದ್ದ
+ಸ್
+ಿಯ
+ಿಕ
+ುವ
+▁ಮಾ
+್ಟ
+ುತ್ತ
+▁ರ
+▁ಪ್ರ
+ದು
+▁ಜ
+ಾಗಿ
+ಂತ
+ಿದೆ
+ಕ್ಕ
+▁ದ
+ಂದು
+ಿನ
+▁ಗ
+ರೆ
+ಂಡ
+ವು
+▁ಶ
+ಾನ
+▁ವಿ
+ತ್ತು
+ಾಯ
+ತಿ
+ಾದ
+▁ಮಾಡ
+▁ನಿ
+ದಲ್ಲಿ
+▁ಈ
+▁ಅವ
+ಿಗೆ
+ಲು
+ಟ್ಟ
+ಗಳು
+ಾರೆ
+▁ಚ
+ಕ್ಷ
+್ಮ
+▁ಉ
+▁ಸಂ
+▁ನೀ
+ಿಂದ
+ಾಲ
+ಿತ
+▁ಭ
+▁ಒ
+ಾಮ
+ದೆ
+▁ಮತ್ತು
+▁ಯ
+ತ್ರ
+ಕ್ಕೆ
+▁ಮು
+ನೆ
+ಾವ
+ಡಿ
+ಿದ್ದಾರೆ
+▁ಸ್
+ಂಗ
+▁ಎಂದು
+ಂಬ
+ರುವ
+ಡೆ
+ೇಕ
+ಿಲ್ಲ
+ಳ್
+ಮ್ಮ
+ೇಶ
+ಗಳನ್ನು
+ಾಜ
+ಳ್ಳ
+ಚ್
+ಷ್ಟ
+ಪ್
+ಿವ
+ಟ್
+ಾರ್
+ವಾಗಿ
+ುದ
+ವನ್ನು
+ರಿಸ
+ಾಗಿದೆ
+ಾರಿ
+ೊಂಡ
+ೇಳ
+▁ಕಾರ
+ಾಸ
+ುದು
+ನಾ
+▁ಹೆ
+ಚ್ಚ
+▁ಹೊ
+▁ಕೆ
+▁ಬೆ
+ಲೆ
+ಬೇಕ
+ತೆ
+ಡ್
+ಿದರು
+ಾಣ
+▁ಸಮ
+್ಯಾ
+▁ಇದ
+ಿಸಿ
+▁ಆದ
+ೋಗ
+▁ನೀಡ
+▁ಲ
+ಧ್ಯ
+ೊಳ್ಳ
+▁ಬಿ
+ವಿ
+▁ಕು
+ಬ್
+ರಿಗೆ
+ತ್ಯ
+▁ಮೂ
+▁ಹಾಗ
+ುತ್ತದೆ
+ವೆ
+▁ಸಾ
+ಂತೆ
+ರಣ
+▁ಕೊ
+ಕಾರ
+ನು
+ಪ್ಪ
+ಗ್
+ೆಯಲ್ಲಿ
+ವಾ
+▁ಸಿ
+▁ರಾಜ
+ಿಸುವ
+್ಣ
+▁ತಿ
+ಡು
+ೆಗೆ
+ಲಿ
+▁ಹೇಳ
+್ಧ
+ಗಳಲ್ಲಿ
+▁
+್
+ಿ
+ರ
+ು
+ಾ
+ದ
+ನ
+ೆ
+ತ
+ಕ
+ಲ
+ಗ
+ವ
+ಸ
+ಯ
+ಮ
+ಂ
+ಳ
+ಪ
+ಡ
+ಬ
+ಹ
+ೇ
+ಟ
+ಅ
+ೂ
+ಜ
+ೊ
+ೀ
+ಚ
+ಶ
+ಣ
+ೋ
+ಷ
+ಎ
+ಧ
+ಆ
+ಇ
+ಭ
+ಥ
+ೈ
+ಖ
+ಈ
+ಉ
+ಒ
+ೃ
+ಫ
+ೌ
+ಘ
+ಠ
+ಏ
+ಐ
+ಞ
+ಓ
+ಛ
+ಊ
+ೕ
+ಢ
+ಃ
+ಔ
+ಝ
+ಋ
+಼
+ಙ
+ೖ
+ಱ
+ಽ
+ೞ
+ಌ
+಻
+ೄ
+ೠ
\ No newline at end of file
diff --git a/public/models/sherpa-onnx-wasm-main-vad-asr.data b/public/models/sherpa-onnx-wasm-main-vad-asr.data
new file mode 100644
index 00000000..65f67aad
Binary files /dev/null and b/public/models/sherpa-onnx-wasm-main-vad-asr.data differ
diff --git a/public/models/tamil.quant.onnx b/public/models/tamil.quant.onnx
new file mode 100644
index 00000000..088e047d
Binary files /dev/null and b/public/models/tamil.quant.onnx differ
diff --git a/public/models/tamil.vocab b/public/models/tamil.vocab
new file mode 100644
index 00000000..54e34c53
--- /dev/null
+++ b/public/models/tamil.vocab
@@ -0,0 +1,258 @@
+0
+256
+<unk>
+்க
+்த
+ம்
+ன்
+▁ப
+ல்
+க்க
+▁க
+்ட
+▁வ
+த்த
+▁ம
+்ப
+▁அ
+ும்
+▁த
+▁ச
+ிய
+ள்
+ர்
+▁இ
+ரு
+ந்த
+ப்ப
+து
+ட்ட
+▁ந
+ில்
+▁எ
+ங்க
+ைய
+ாக
+ிற
+ின்
+டு
+▁உ
+க்கு
+ிர
+று
+்ச
+ிக
+ார
+ண்ட
+ற்
+த்து
+ள்ள
+ில
+ான
+▁ஆ
+▁மு
+ற்ற
+▁செ
+டி
+▁என்
+ார்
+ர்க
+லை
+▁வி
+▁ஒ
+ட்டு
+வி
+ப்
+ந்து
+ரி
+ளை
+ால்
+தி
+▁கு
+ிரு
+வு
+▁இரு
+ல்ல
+▁அவ
+▁போ
+க்
+▁கொ
+ச்ச
+▁செய
+ின
+ான்
+த்
+▁கா
+▁அத
+▁மா
+▁பெ
+றி
+மை
+▁வே
+ளு
+▁ஒரு
+னை
+த்தில்
+▁இந்த
+க்கும்
+ப்பு
+ாய
+ையில்
+ங்கள்
+▁தொ
+டை
+ற்க
+ம்ப
+ரா
+ர்கள்
+ண்
+ன்ற
+ுவ
+ால
+ஸ்
+ிக்க
+ாவ
+டிய
+▁ஏ
+▁பு
+▁என
+▁வெ
+ண்டு
+ாத
+ன்ன
+▁கூ
+ிறது
+மி
+ாள
+மாக
+ச்
+கள்
+னர்
+ாம்
+றை
+கு
+வே
+ழு
+்கள்
+▁பிர
+▁உள்ள
+▁மற்ற
+ப்பட்ட
+ங்கள
+▁பொ
+▁தெ
+த்தை
+ரிய
+ற்ப
+▁பா
+டுத்த
+▁நட
+ரை
+மான
+▁தே
+ளுக்கு
+ரச
+ட்ச
+ையும்
+்த்த
+திய
+ிட
+▁நீ
+வும்
+ாம
+வர்
+▁என்று
+▁மற்றும்
+▁இத
+▁வா
+ரும்
+ின்ற
+வை
+கள
+▁மே
+ற்று
+▁நா
+மு
+▁ர
+▁என்ற
+ண்டும்
+வத
+▁வழ
+ண்ண
+டும்
+▁பே
+டன்
+▁செய்
+வில்
+னு
+▁சு
+ன்று
+▁அரச
+ர்கள
+▁சொ
+▁செய்த
+ளி
+▁தொட
+▁ஜ
+மா
+▁கோ
+▁வரு
+ிகள்
+டுக
+ழ்
+ிட்ட
+்
+▁
+க
+ு
+த
+ி
+ப
+ர
+ம
+ட
+ா
+வ
+ன
+ல
+ை
+ய
+ள
+ற
+ச
+ந
+அ
+ே
+ண
+இ
+ெ
+ோ
+எ
+ங
+ொ
+ழ
+ீ
+உ
+ூ
+ஆ
+ஒ
+ஸ
+ஜ
+ஏ
+ஷ
+ஞ
+ஹ
+ஊ
+ஓ
+ஐ
+ஈ
+ஃ
+ௌ
+ஶ
+ஂ
+ஔ
+ௐ
+ௗ
+஀
+஑
+஢
\ No newline at end of file
diff --git a/public/sherpa.wasm/initShrepa.js b/public/sherpa.wasm/initShrepa.js
new file mode 100644
index 00000000..ad2b0a20
--- /dev/null
+++ b/public/sherpa.wasm/initShrepa.js
@@ -0,0 +1,25 @@
+const loadSherpaModule = async () => {
+  try {
+    console.log('inited!');
+    if (!Module || typeof Module !== 'object') {
+      throw new Error('Module is not properly initialized');
+    }
+    window.sherpaModule = Module;
+    Module.onRuntimeInitialized = function() {
+      console.log('inited!');
+      console.log('Sherpa WASM module initialized successfully');
+
+      if (typeof OfflineRecognizer !== 'function' || typeof createVad !== 'function') {
+        throw new Error('Required functions not found in WASM module');
+      }
+      window.OfflineRecognizer = OfflineRecognizer;
+      window.createVad = createVad;
+    };
+  } catch (error) {
+    console.error('Failed to load WASM module', error);
+    console.error('Failed to load Sherpa WASM module:', error.message);
+    throw error;
+  }
+};
+
+loadSherpaModule();
\ No newline at end of file
diff --git a/public/sherpa.wasm/sherpa-onnx-asr.js b/public/sherpa.wasm/sherpa-onnx-asr.js
new file mode 100644
index 00000000..f0c34c97
--- /dev/null
+++ b/public/sherpa.wasm/sherpa-onnx-asr.js
@@ -0,0 +1,1142 @@
+function freeConfig(config, Module) {
+  if ('buffer' in config) {
+    Module._free(config.buffer);
+  }
+
+  if ('config' in config) {
+    freeConfig(config.config, Module)
+  }
+
+  if ('transducer' in config) {
+    freeConfig(config.transducer, Module)
+  }
+
+  if ('paraformer' in config) {
+    freeConfig(config.paraformer, Module)
+  }
+
+  if ('ctc' in config) {
+    freeConfig(config.ctc, Module)
+  }
+
+  if ('feat' in config) {
+    freeConfig(config.feat, Module)
+  }
+
+  if ('model' in config) {
+    freeConfig(config.model, Module)
+  }
+
+  if ('nemoCtc' in config) {
+    freeConfig(config.nemoCtc, Module)
+  }
+
+  if ('whisper' in config) {
+    freeConfig(config.whisper, Module)
+  }
+
+  if ('moonshine' in config) {
+    freeConfig(config.moonshine, Module)
+  }
+
+  if ('tdnn' in config) {
+    freeConfig(config.tdnn, Module)
+  }
+
+  if ('senseVoice' in config) {
+    freeConfig(config.senseVoice, Module)
+  }
+
+  if ('lm' in config) {
+    freeConfig(config.lm, Module)
+  }
+
+  if ('ctcFstDecoder' in config) {
+    freeConfig(config.ctcFstDecoder, Module)
+  }
+
+  Module._free(config.ptr);
+}
+
+// The user should free the returned pointers
+function initSherpaOnnxOnlineTransducerModelConfig(config, Module) {
+  const encoderLen = Module.lengthBytesUTF8(config.encoder || '') + 1;
+  const decoderLen = Module.lengthBytesUTF8(config.decoder || '') + 1;
+  const joinerLen = Module.lengthBytesUTF8(config.joiner || '') + 1;
+
+  const n = encoderLen + decoderLen + joinerLen;
+
+  const buffer = Module._malloc(n);
+
+  const len = 3 * 4;  // 3 pointers
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(config.encoder || '', buffer + offset, encoderLen);
+  offset += encoderLen;
+
+  Module.stringToUTF8(config.decoder || '', buffer + offset, decoderLen);
+  offset += decoderLen;
+
+  Module.stringToUTF8(config.joiner || '', buffer + offset, joinerLen);
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += encoderLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+  offset += decoderLen;
+
+  Module.setValue(ptr + 8, buffer + offset, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOnlineParaformerModelConfig(config, Module) {
+  const encoderLen = Module.lengthBytesUTF8(config.encoder || '') + 1;
+  const decoderLen = Module.lengthBytesUTF8(config.decoder || '') + 1;
+
+  const n = encoderLen + decoderLen;
+  const buffer = Module._malloc(n);
+
+  const len = 2 * 4;  // 2 pointers
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(config.encoder || '', buffer + offset, encoderLen);
+  offset += encoderLen;
+
+  Module.stringToUTF8(config.decoder || '', buffer + offset, decoderLen);
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += encoderLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOnlineZipformer2CtcModelConfig(config, Module) {
+  const n = Module.lengthBytesUTF8(config.model || '') + 1;
+  const buffer = Module._malloc(n);
+
+  const len = 1 * 4;  // 1 pointer
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, n);
+
+  Module.setValue(ptr, buffer, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOnlineModelConfig(config, Module) {
+  if (!('transducer' in config)) {
+    config.transducer = {
+      encoder: '',
+      decoder: '',
+      joiner: '',
+    };
+  }
+
+  if (!('paraformer' in config)) {
+    config.paraformer = {
+      encoder: '',
+      decoder: '',
+    };
+  }
+
+  if (!('zipformer2Ctc' in config)) {
+    config.zipformer2Ctc = {
+      model: '',
+    };
+  }
+
+  if (!('tokensBuf' in config)) {
+    config.tokensBuf = '';
+  }
+
+  if (!('tokensBufSize' in config)) {
+    config.tokensBufSize = 0;
+  }
+
+  const transducer =
+      initSherpaOnnxOnlineTransducerModelConfig(config.transducer, Module);
+
+  const paraformer =
+      initSherpaOnnxOnlineParaformerModelConfig(config.paraformer, Module);
+
+  const ctc = initSherpaOnnxOnlineZipformer2CtcModelConfig(
+      config.zipformer2Ctc, Module);
+
+  const len = transducer.len + paraformer.len + ctc.len + 9 * 4;
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module._CopyHeap(transducer.ptr, transducer.len, ptr + offset);
+  offset += transducer.len;
+
+  Module._CopyHeap(paraformer.ptr, paraformer.len, ptr + offset);
+  offset += paraformer.len;
+
+  Module._CopyHeap(ctc.ptr, ctc.len, ptr + offset);
+  offset += ctc.len;
+
+  const tokensLen = Module.lengthBytesUTF8(config.tokens || '') + 1;
+  const providerLen = Module.lengthBytesUTF8(config.provider || 'cpu') + 1;
+  const modelTypeLen = Module.lengthBytesUTF8(config.modelType || '') + 1;
+  const modelingUnitLen = Module.lengthBytesUTF8(config.modelingUnit || '') + 1;
+  const bpeVocabLen = Module.lengthBytesUTF8(config.bpeVocab || '') + 1;
+  const tokensBufLen = Module.lengthBytesUTF8(config.tokensBuf || '') + 1;
+
+  const bufferLen = tokensLen + providerLen + modelTypeLen + modelingUnitLen +
+      bpeVocabLen + tokensBufLen;
+  const buffer = Module._malloc(bufferLen);
+
+  offset = 0;
+  Module.stringToUTF8(config.tokens || '', buffer, tokensLen);
+  offset += tokensLen;
+
+  Module.stringToUTF8(config.provider || 'cpu', buffer + offset, providerLen);
+  offset += providerLen;
+
+  Module.stringToUTF8(config.modelType || '', buffer + offset, modelTypeLen);
+  offset += modelTypeLen;
+
+  Module.stringToUTF8(
+      config.modelingUnit || '', buffer + offset, modelingUnitLen);
+  offset += modelingUnitLen;
+
+  Module.stringToUTF8(config.bpeVocab || '', buffer + offset, bpeVocabLen);
+  offset += bpeVocabLen;
+
+  Module.stringToUTF8(config.tokensBuf || '', buffer + offset, tokensBufLen);
+  offset += tokensBufLen;
+
+  offset = transducer.len + paraformer.len + ctc.len;
+  Module.setValue(ptr + offset, buffer, 'i8*');  // tokens
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.numThreads || 1, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, buffer + tokensLen, 'i8*');  // provider
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.debug || 0, 'i32');
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + tokensLen + providerLen, 'i8*');  // modelType
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + tokensLen + providerLen + modelTypeLen,
+      'i8*');  // modelingUnit
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + tokensLen + providerLen + modelTypeLen + modelingUnitLen,
+      'i8*');  // bpeVocab
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + tokensLen + providerLen + modelTypeLen + modelingUnitLen +
+          bpeVocabLen,
+      'i8*');  // tokens_buf
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.tokensBufSize || 0, 'i32');
+  offset += 4;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len, transducer: transducer,
+        paraformer: paraformer, ctc: ctc
+  }
+}
+
+function initSherpaOnnxFeatureConfig(config, Module) {
+  const len = 2 * 4;  // 2 pointers
+  const ptr = Module._malloc(len);
+
+  Module.setValue(ptr, config.sampleRate || 16000, 'i32');
+  Module.setValue(ptr + 4, config.featureDim || 80, 'i32');
+  return {ptr: ptr, len: len};
+}
+
+function initSherpaOnnxOnlineCtcFstDecoderConfig(config, Module) {
+  const len = 2 * 4;
+  const ptr = Module._malloc(len);
+
+  const graphLen = Module.lengthBytesUTF8(config.graph || '') + 1;
+  const buffer = Module._malloc(graphLen);
+  Module.stringToUTF8(config.graph, buffer, graphLen);
+
+  Module.setValue(ptr, buffer, 'i8*');
+  Module.setValue(ptr + 4, config.maxActive || 3000, 'i32');
+  return {ptr: ptr, len: len, buffer: buffer};
+}
+
+function initSherpaOnnxOnlineRecognizerConfig(config, Module) {
+  if (!('featConfig' in config)) {
+    config.featConfig = {
+      sampleRate: 16000,
+      featureDim: 80,
+    };
+  }
+
+  if (!('ctcFstDecoderConfig' in config)) {
+    config.ctcFstDecoderConfig = {
+      graph: '',
+      maxActive: 3000,
+    };
+  }
+
+  if (!('hotwordsBuf' in config)) {
+    config.hotwordsBuf = '';
+  }
+
+  if (!('hotwordsBufSize' in config)) {
+    config.hotwordsBufSize = 0;
+  }
+
+  const feat = initSherpaOnnxFeatureConfig(config.featConfig, Module);
+  const model = initSherpaOnnxOnlineModelConfig(config.modelConfig, Module);
+  const ctcFstDecoder = initSherpaOnnxOnlineCtcFstDecoderConfig(
+      config.ctcFstDecoderConfig, Module)
+
+  const len = feat.len + model.len + 8 * 4 + ctcFstDecoder.len + 5 * 4;
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module._CopyHeap(feat.ptr, feat.len, ptr + offset);
+  offset += feat.len;
+
+  Module._CopyHeap(model.ptr, model.len, ptr + offset);
+  offset += model.len;
+
+  const decodingMethodLen =
+      Module.lengthBytesUTF8(config.decodingMethod || 'greedy_search') + 1;
+  const hotwordsFileLen = Module.lengthBytesUTF8(config.hotwordsFile || '') + 1;
+  const ruleFstsFileLen = Module.lengthBytesUTF8(config.ruleFsts || '') + 1;
+  const ruleFarsFileLen = Module.lengthBytesUTF8(config.ruleFars || '') + 1;
+  const hotwordsBufLen = Module.lengthBytesUTF8(config.hotwordsBuf || '') + 1;
+  const bufferLen = decodingMethodLen + hotwordsFileLen + ruleFstsFileLen +
+      ruleFarsFileLen + hotwordsBufLen;
+  const buffer = Module._malloc(bufferLen);
+
+  offset = 0;
+  Module.stringToUTF8(
+      config.decodingMethod || 'greedy_search', buffer, decodingMethodLen);
+  offset += decodingMethodLen;
+
+  Module.stringToUTF8(
+      config.hotwordsFile || '', buffer + offset, hotwordsFileLen);
+  offset += hotwordsFileLen;
+
+  Module.stringToUTF8(config.ruleFsts || '', buffer + offset, ruleFstsFileLen);
+  offset += ruleFstsFileLen;
+
+  Module.stringToUTF8(config.ruleFars || '', buffer + offset, ruleFarsFileLen);
+  offset += ruleFarsFileLen;
+
+  Module.stringToUTF8(
+      config.hotwordsBuf || '', buffer + offset, hotwordsBufLen);
+  offset += hotwordsBufLen;
+
+  offset = feat.len + model.len;
+  Module.setValue(ptr + offset, buffer, 'i8*');  // decoding method
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.maxActivePaths || 4, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.enableEndpoint || 0, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.rule1MinTrailingSilence || 2.4, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.rule2MinTrailingSilence || 1.2, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.rule3MinUtteranceLength || 20, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, buffer + decodingMethodLen, 'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.hotwordsScore || 1.5, 'float');
+  offset += 4;
+
+  Module._CopyHeap(ctcFstDecoder.ptr, ctcFstDecoder.len, ptr + offset);
+  offset += ctcFstDecoder.len;
+
+  Module.setValue(
+      ptr + offset, buffer + decodingMethodLen + hotwordsFileLen, 'i8*');
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + decodingMethodLen + hotwordsFileLen + ruleFstsFileLen, 'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.blankPenalty || 0, 'float');
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + decodingMethodLen + hotwordsFileLen + ruleFstsFileLen +
+          ruleFarsFileLen,
+      'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.hotwordsBufSize || 0, 'i32');
+  offset += 4;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len, feat: feat, model: model,
+        ctcFstDecoder: ctcFstDecoder
+  }
+}
+
+function createOnlineRecognizer(Module, myConfig) {
+  const onlineTransducerModelConfig = {
+    encoder: '',
+    decoder: '',
+    joiner: '',
+  };
+
+  const onlineParaformerModelConfig = {
+    encoder: '',
+    decoder: '',
+  };
+
+  const onlineZipformer2CtcModelConfig = {
+    model: '',
+  };
+
+  let type = 0;
+
+  switch (type) {
+    case 0:
+      // transducer
+      onlineTransducerModelConfig.encoder = './encoder.onnx';
+      onlineTransducerModelConfig.decoder = './decoder.onnx';
+      onlineTransducerModelConfig.joiner = './joiner.onnx';
+      break;
+    case 1:
+      // paraformer
+      onlineParaformerModelConfig.encoder = './encoder.onnx';
+      onlineParaformerModelConfig.decoder = './decoder.onnx';
+      break;
+    case 2:
+      // ctc
+      onlineZipformer2CtcModelConfig.model = './encoder.onnx';
+      break;
+  }
+
+
+  const onlineModelConfig = {
+    transducer: onlineTransducerModelConfig,
+    paraformer: onlineParaformerModelConfig,
+    zipformer2Ctc: onlineZipformer2CtcModelConfig,
+    tokens: './tokens.txt',
+    numThreads: 1,
+    provider: 'cpu',
+    debug: 1,
+    modelType: '',
+    modelingUnit: 'cjkchar',
+    bpeVocab: '',
+  };
+
+  const featureConfig = {
+    sampleRate: 16000,
+    featureDim: 80,
+  };
+
+  let recognizerConfig = {
+    featConfig: featureConfig,
+    modelConfig: onlineModelConfig,
+    decodingMethod: 'greedy_search',
+    maxActivePaths: 4,
+    enableEndpoint: 1,
+    rule1MinTrailingSilence: 2.4,
+    rule2MinTrailingSilence: 1.2,
+    rule3MinUtteranceLength: 20,
+    hotwordsFile: '',
+    hotwordsScore: 1.5,
+    ctcFstDecoderConfig: {
+      graph: '',
+      maxActive: 3000,
+    },
+    ruleFsts: '',
+    ruleFars: '',
+  };
+  if (myConfig) {
+    recognizerConfig = myConfig;
+  }
+
+  return new OnlineRecognizer(recognizerConfig, Module);
+}
+
+function initSherpaOnnxOfflineTransducerModelConfig(config, Module) {
+  const encoderLen = Module.lengthBytesUTF8(config.encoder || '') + 1;
+  const decoderLen = Module.lengthBytesUTF8(config.decoder || '') + 1;
+  const joinerLen = Module.lengthBytesUTF8(config.joiner || '') + 1;
+
+  const n = encoderLen + decoderLen + joinerLen;
+
+  const buffer = Module._malloc(n);
+
+  const len = 3 * 4;  // 3 pointers
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(config.encoder || '', buffer + offset, encoderLen);
+  offset += encoderLen;
+
+  Module.stringToUTF8(config.decoder || '', buffer + offset, decoderLen);
+  offset += decoderLen;
+
+  Module.stringToUTF8(config.joiner || '', buffer + offset, joinerLen);
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += encoderLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+  offset += decoderLen;
+
+  Module.setValue(ptr + 8, buffer + offset, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineParaformerModelConfig(config, Module) {
+  const n = Module.lengthBytesUTF8(config.model || '') + 1;
+
+  const buffer = Module._malloc(n);
+
+  const len = 1 * 4;  // 1 pointer
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, n);
+
+  Module.setValue(ptr, buffer, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineNemoEncDecCtcModelConfig(config, Module) {
+  const n = Module.lengthBytesUTF8(config.model || '') + 1;
+
+  const buffer = Module._malloc(n);
+
+  const len = 1 * 4;  // 1 pointer
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, n);
+
+  Module.setValue(ptr, buffer, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineWhisperModelConfig(config, Module) {
+  const encoderLen = Module.lengthBytesUTF8(config.encoder || '') + 1;
+  const decoderLen = Module.lengthBytesUTF8(config.decoder || '') + 1;
+  const languageLen = Module.lengthBytesUTF8(config.language || '') + 1;
+  const taskLen = Module.lengthBytesUTF8(config.task || '') + 1;
+
+  const n = encoderLen + decoderLen + languageLen + taskLen;
+  const buffer = Module._malloc(n);
+
+  const len = 5 * 4;  // 4 pointers + 1 int32
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(config.encoder || '', buffer + offset, encoderLen);
+  offset += encoderLen;
+
+  Module.stringToUTF8(config.decoder || '', buffer + offset, decoderLen);
+  offset += decoderLen;
+
+  Module.stringToUTF8(config.language || '', buffer + offset, languageLen);
+  offset += languageLen;
+
+  Module.stringToUTF8(config.task || '', buffer + offset, taskLen);
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += encoderLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+  offset += decoderLen;
+
+  Module.setValue(ptr + 8, buffer + offset, 'i8*');
+  offset += languageLen;
+
+  Module.setValue(ptr + 12, buffer + offset, 'i8*');
+  offset += taskLen;
+
+  Module.setValue(ptr + 16, config.tailPaddings || 2000, 'i32');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineMoonshineModelConfig(config, Module) {
+  const preprocessorLen = Module.lengthBytesUTF8(config.preprocessor || '') + 1;
+  const encoderLen = Module.lengthBytesUTF8(config.encoder || '') + 1;
+  const uncachedDecoderLen =
+      Module.lengthBytesUTF8(config.uncachedDecoder || '') + 1;
+  const cachedDecoderLen =
+      Module.lengthBytesUTF8(config.cachedDecoder || '') + 1;
+
+  const n =
+      preprocessorLen + encoderLen + uncachedDecoderLen + cachedDecoderLen;
+  const buffer = Module._malloc(n);
+
+  const len = 4 * 4;  // 4 pointers
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(
+      config.preprocessor || '', buffer + offset, preprocessorLen);
+  offset += preprocessorLen;
+
+  Module.stringToUTF8(config.encoder || '', buffer + offset, encoderLen);
+  offset += encoderLen;
+
+  Module.stringToUTF8(
+      config.uncachedDecoder || '', buffer + offset, uncachedDecoderLen);
+  offset += uncachedDecoderLen;
+
+  Module.stringToUTF8(
+      config.cachedDecoder || '', buffer + offset, cachedDecoderLen);
+  offset += cachedDecoderLen;
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += preprocessorLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+  offset += encoderLen;
+
+  Module.setValue(ptr + 8, buffer + offset, 'i8*');
+  offset += uncachedDecoderLen;
+
+  Module.setValue(ptr + 12, buffer + offset, 'i8*');
+  offset += cachedDecoderLen;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineTdnnModelConfig(config, Module) {
+  const n = Module.lengthBytesUTF8(config.model || '') + 1;
+  const buffer = Module._malloc(n);
+
+  const len = 1 * 4;  // 1 pointer
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, n);
+
+  Module.setValue(ptr, buffer, 'i8*');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineSenseVoiceModelConfig(config, Module) {
+  const modelLen = Module.lengthBytesUTF8(config.model || '') + 1;
+  const languageLen = Module.lengthBytesUTF8(config.language || '') + 1;
+
+  // useItn is a integer with 4 bytes
+  const n = modelLen + languageLen;
+  const buffer = Module._malloc(n);
+
+  const len = 3 * 4;  // 2 pointers + 1 int
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module.stringToUTF8(config.model || '', buffer + offset, modelLen);
+  offset += modelLen;
+
+  Module.stringToUTF8(config.language || '', buffer + offset, languageLen);
+  offset += languageLen;
+
+  offset = 0;
+  Module.setValue(ptr, buffer + offset, 'i8*');
+  offset += modelLen;
+
+  Module.setValue(ptr + 4, buffer + offset, 'i8*');
+  offset += languageLen;
+
+  Module.setValue(ptr + 8, config.useInverseTextNormalization || 0, 'i32');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineLMConfig(config, Module) {
+  const n = Module.lengthBytesUTF8(config.model || '') + 1;
+  const buffer = Module._malloc(n);
+
+  const len = 2 * 4;
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, n);
+  Module.setValue(ptr, buffer, 'i8*');
+  Module.setValue(ptr + 4, config.scale || 1, 'float');
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxOfflineModelConfig(config, Module) {
+  if (!('transducer' in config)) {
+    config.transducer = {
+      encoder: '',
+      decoder: '',
+      joiner: '',
+    };
+  }
+
+  if (!('paraformer' in config)) {
+    config.paraformer = {
+      model: '',
+    };
+  }
+
+  if (!('nemoCtc' in config)) {
+    config.nemoCtc = {
+      model: '',
+    };
+  }
+
+  if (!('whisper' in config)) {
+    config.whisper = {
+      encoder: '',
+      decoder: '',
+      language: '',
+      task: '',
+      tailPaddings: -1,
+    };
+  }
+
+  if (!('moonshine' in config)) {
+    config.moonshine = {
+      preprocessor: '',
+      encoder: '',
+      uncachedDecoder: '',
+      cachedDecoder: '',
+    };
+  }
+
+  if (!('tdnn' in config)) {
+    config.tdnn = {
+      model: '',
+    };
+  }
+
+  if (!('senseVoice' in config)) {
+    config.senseVoice = {
+      model: '',
+      language: '',
+      useInverseTextNormalization: 0,
+    };
+  }
+
+  const transducer =
+      initSherpaOnnxOfflineTransducerModelConfig(config.transducer, Module);
+
+  const paraformer =
+      initSherpaOnnxOfflineParaformerModelConfig(config.paraformer, Module);
+
+  const nemoCtc =
+      initSherpaOnnxOfflineNemoEncDecCtcModelConfig(config.nemoCtc, Module);
+
+  const whisper =
+      initSherpaOnnxOfflineWhisperModelConfig(config.whisper, Module);
+
+  const tdnn = initSherpaOnnxOfflineTdnnModelConfig(config.tdnn, Module);
+
+  const senseVoice =
+      initSherpaOnnxOfflineSenseVoiceModelConfig(config.senseVoice, Module);
+
+  const moonshine =
+      initSherpaOnnxOfflineMoonshineModelConfig(config.moonshine, Module);
+
+  const len = transducer.len + paraformer.len + nemoCtc.len + whisper.len +
+      tdnn.len + 8 * 4 + senseVoice.len + moonshine.len;
+
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module._CopyHeap(transducer.ptr, transducer.len, ptr + offset);
+  offset += transducer.len;
+
+  Module._CopyHeap(paraformer.ptr, paraformer.len, ptr + offset);
+  offset += paraformer.len;
+
+  Module._CopyHeap(nemoCtc.ptr, nemoCtc.len, ptr + offset);
+  offset += nemoCtc.len;
+
+  Module._CopyHeap(whisper.ptr, whisper.len, ptr + offset);
+  offset += whisper.len;
+
+  Module._CopyHeap(tdnn.ptr, tdnn.len, ptr + offset);
+  offset += tdnn.len;
+
+  const tokensLen = Module.lengthBytesUTF8(config.tokens || '') + 1;
+  const providerLen = Module.lengthBytesUTF8(config.provider || 'cpu') + 1;
+  const modelTypeLen = Module.lengthBytesUTF8(config.modelType || '') + 1;
+  const modelingUnitLen = Module.lengthBytesUTF8(config.modelingUnit || '') + 1;
+  const bpeVocabLen = Module.lengthBytesUTF8(config.bpeVocab || '') + 1;
+  const teleSpeechCtcLen =
+      Module.lengthBytesUTF8(config.teleSpeechCtc || '') + 1;
+
+  const bufferLen = tokensLen + providerLen + modelTypeLen + modelingUnitLen +
+      bpeVocabLen + teleSpeechCtcLen;
+
+  const buffer = Module._malloc(bufferLen);
+
+  offset = 0;
+  Module.stringToUTF8(config.tokens, buffer, tokensLen);
+  offset += tokensLen;
+
+  Module.stringToUTF8(config.provider || 'cpu', buffer + offset, providerLen);
+  offset += providerLen;
+
+  Module.stringToUTF8(config.modelType || '', buffer + offset, modelTypeLen);
+  offset += modelTypeLen;
+
+  Module.stringToUTF8(
+      config.modelingUnit || '', buffer + offset, modelingUnitLen);
+  offset += modelingUnitLen;
+
+  Module.stringToUTF8(config.bpeVocab || '', buffer + offset, bpeVocabLen);
+  offset += bpeVocabLen;
+
+  Module.stringToUTF8(
+      config.teleSpeechCtc || '', buffer + offset, teleSpeechCtcLen);
+  offset += teleSpeechCtcLen;
+
+  offset =
+      transducer.len + paraformer.len + nemoCtc.len + whisper.len + tdnn.len;
+  Module.setValue(ptr + offset, buffer, 'i8*');  // tokens
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.numThreads || 1, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.debug || 0, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, buffer + tokensLen, 'i8*');  // provider
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + tokensLen + providerLen, 'i8*');  // modelType
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + tokensLen + providerLen + modelTypeLen,
+      'i8*');  // modelingUnit
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + tokensLen + providerLen + modelTypeLen + modelingUnitLen,
+      'i8*');  // bpeVocab
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset,
+      buffer + tokensLen + providerLen + modelTypeLen + modelingUnitLen +
+          bpeVocabLen,
+      'i8*');  // teleSpeechCtc
+  offset += 4;
+
+  Module._CopyHeap(senseVoice.ptr, senseVoice.len, ptr + offset);
+  offset += senseVoice.len;
+
+  Module._CopyHeap(moonshine.ptr, moonshine.len, ptr + offset);
+
+  return {
+    buffer: buffer, ptr: ptr, len: len, transducer: transducer,
+        paraformer: paraformer, nemoCtc: nemoCtc, whisper: whisper, tdnn: tdnn,
+        senseVoice: senseVoice, moonshine: moonshine,
+  }
+}
+
+function initSherpaOnnxOfflineRecognizerConfig(config, Module) {
+  if (!('featConfig' in config)) {
+    config.featConfig = {
+      sampleRate: 16000,
+      featureDim: 80,
+    };
+  }
+
+  if (!('lmConfig' in config)) {
+    config.lmConfig = {
+      model: '',
+      scale: 1.0,
+    };
+  }
+
+  const feat = initSherpaOnnxFeatureConfig(config.featConfig, Module);
+  const model = initSherpaOnnxOfflineModelConfig(config.modelConfig, Module);
+  const lm = initSherpaOnnxOfflineLMConfig(config.lmConfig, Module);
+
+  const len = feat.len + model.len + lm.len + 7 * 4;
+  const ptr = Module._malloc(len);
+
+  let offset = 0;
+  Module._CopyHeap(feat.ptr, feat.len, ptr + offset);
+  offset += feat.len;
+
+  Module._CopyHeap(model.ptr, model.len, ptr + offset);
+  offset += model.len;
+
+  Module._CopyHeap(lm.ptr, lm.len, ptr + offset);
+  offset += lm.len;
+
+  const decodingMethodLen =
+      Module.lengthBytesUTF8(config.decodingMethod || 'greedy_search') + 1;
+  const hotwordsFileLen = Module.lengthBytesUTF8(config.hotwordsFile || '') + 1;
+  const ruleFstsLen = Module.lengthBytesUTF8(config.ruleFsts || '') + 1;
+  const ruleFarsLen = Module.lengthBytesUTF8(config.ruleFars || '') + 1;
+  const bufferLen =
+      decodingMethodLen + hotwordsFileLen + ruleFstsLen + ruleFarsLen;
+  const buffer = Module._malloc(bufferLen);
+
+  offset = 0;
+  Module.stringToUTF8(
+      config.decodingMethod || 'greedy_search', buffer, decodingMethodLen);
+  offset += decodingMethodLen;
+
+  Module.stringToUTF8(
+      config.hotwordsFile || '', buffer + offset, hotwordsFileLen);
+  offset += hotwordsFileLen;
+
+  Module.stringToUTF8(config.ruleFsts || '', buffer + offset, ruleFstsLen);
+  offset += ruleFstsLen;
+
+  Module.stringToUTF8(config.ruleFars || '', buffer + offset, ruleFarsLen);
+  offset += ruleFarsLen;
+
+  offset = feat.len + model.len + lm.len;
+
+  Module.setValue(ptr + offset, buffer, 'i8*');  // decoding method
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.maxActivePaths || 4, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, buffer + decodingMethodLen, 'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.hotwordsScore || 1.5, 'float');
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + decodingMethodLen + hotwordsFileLen, 'i8*');
+  offset += 4;
+
+  Module.setValue(
+      ptr + offset, buffer + decodingMethodLen + hotwordsFileLen + ruleFstsLen,
+      'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.blankPenalty || 0, 'float');
+  offset += 4;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len, feat: feat, model: model, lm: lm
+  }
+}
+
+class OfflineStream {
+  constructor(handle, Module) {
+    this.handle = handle;
+    this.Module = Module;
+  }
+
+  free() {
+    if (this.handle) {
+      this.Module._SherpaOnnxDestroyOfflineStream(this.handle);
+      this.handle = null;
+    }
+  }
+
+  /**
+   * @param sampleRate {Number}
+   * @param samples {Float32Array} Containing samples in the range [-1, 1]
+   */
+  acceptWaveform(sampleRate, samples) {
+    const pointer =
+        this.Module._malloc(samples.length * samples.BYTES_PER_ELEMENT);
+    this.Module.HEAPF32.set(samples, pointer / samples.BYTES_PER_ELEMENT);
+    this.Module._SherpaOnnxAcceptWaveformOffline(
+        this.handle, sampleRate, pointer, samples.length);
+    this.Module._free(pointer);
+  }
+};
+
+class OfflineRecognizer {
+  constructor(configObj, Module) {
+    this.config = configObj;
+    const config = initSherpaOnnxOfflineRecognizerConfig(configObj, Module);
+    const handle = Module._SherpaOnnxCreateOfflineRecognizer(config.ptr);
+    freeConfig(config, Module);
+
+    this.handle = handle;
+    this.Module = Module;
+  }
+
+  free() {
+    this.Module._SherpaOnnxDestroyOfflineRecognizer(this.handle);
+    this.handle = 0
+  }
+
+  createStream() {
+    const handle = this.Module._SherpaOnnxCreateOfflineStream(this.handle);
+    return new OfflineStream(handle, this.Module);
+  }
+
+  decode(stream) {
+    this.Module._SherpaOnnxDecodeOfflineStream(this.handle, stream.handle);
+  }
+
+  getResult(stream) {
+    const r =
+        this.Module._SherpaOnnxGetOfflineStreamResultAsJson(stream.handle);
+    const jsonStr = this.Module.UTF8ToString(r);
+    const ans = JSON.parse(jsonStr);
+    this.Module._SherpaOnnxDestroyOfflineStreamResultJson(r);
+
+    return ans;
+  }
+};
+
+class OnlineStream {
+  constructor(handle, Module) {
+    this.handle = handle;
+    this.pointer = null;  // buffer
+    this.n = 0;           // buffer size
+    this.Module = Module;
+  }
+
+  free() {
+    if (this.handle) {
+      this.Module._SherpaOnnxDestroyOnlineStream(this.handle);
+      this.handle = null;
+      this.Module._free(this.pointer);
+      this.pointer = null;
+      this.n = 0;
+    }
+  }
+
+  /**
+   * @param sampleRate {Number}
+   * @param samples {Float32Array} Containing samples in the range [-1, 1]
+   */
+  acceptWaveform(sampleRate, samples) {
+    if (this.n < samples.length) {
+      this.Module._free(this.pointer);
+      this.pointer =
+          this.Module._malloc(samples.length * samples.BYTES_PER_ELEMENT);
+      this.n = samples.length
+    }
+
+    this.Module.HEAPF32.set(samples, this.pointer / samples.BYTES_PER_ELEMENT);
+    this.Module._SherpaOnnxOnlineStreamAcceptWaveform(
+        this.handle, sampleRate, this.pointer, samples.length);
+  }
+
+  inputFinished() {
+    this.Module._SherpaOnnxOnlineStreamInputFinished(this.handle);
+  }
+};
+
+class OnlineRecognizer {
+  constructor(configObj, Module) {
+    this.config = configObj;
+    const config = initSherpaOnnxOnlineRecognizerConfig(configObj, Module)
+    const handle = Module._SherpaOnnxCreateOnlineRecognizer(config.ptr);
+
+    freeConfig(config, Module);
+
+    this.handle = handle;
+    this.Module = Module;
+  }
+
+  free() {
+    this.Module._SherpaOnnxDestroyOnlineRecognizer(this.handle);
+    this.handle = 0
+  }
+
+  createStream() {
+    const handle = this.Module._SherpaOnnxCreateOnlineStream(this.handle);
+    return new OnlineStream(handle, this.Module);
+  }
+
+  isReady(stream) {
+    return this.Module._SherpaOnnxIsOnlineStreamReady(
+               this.handle, stream.handle) == 1;
+  }
+
+  decode(stream) {
+    this.Module._SherpaOnnxDecodeOnlineStream(this.handle, stream.handle);
+  }
+
+  isEndpoint(stream) {
+    return this.Module._SherpaOnnxOnlineStreamIsEndpoint(
+               this.handle, stream.handle) == 1;
+  }
+
+  reset(stream) {
+    this.Module._SherpaOnnxOnlineStreamReset(this.handle, stream.handle);
+  }
+
+  getResult(stream) {
+    const r = this.Module._SherpaOnnxGetOnlineStreamResultAsJson(
+        this.handle, stream.handle);
+    const jsonStr = this.Module.UTF8ToString(r);
+    const ans = JSON.parse(jsonStr);
+    this.Module._SherpaOnnxDestroyOnlineStreamResultJson(r);
+
+    return ans;
+  }
+}
+
+if (typeof process == 'object' && typeof process.versions == 'object' &&
+    typeof process.versions.node == 'string') {
+  module.exports = {
+    createOnlineRecognizer,
+    OfflineRecognizer,
+  };
+}
diff --git a/public/sherpa.wasm/sherpa-onnx-vad.js b/public/sherpa.wasm/sherpa-onnx-vad.js
new file mode 100644
index 00000000..0dc87906
--- /dev/null
+++ b/public/sherpa.wasm/sherpa-onnx-vad.js
@@ -0,0 +1,257 @@
+function freeConfig(config, Module) {
+  if ('buffer' in config) {
+    Module._free(config.buffer);
+  }
+
+  if ('sileroVad' in config) {
+    freeConfig(config.sileroVad, Module)
+  }
+
+
+  Module._free(config.ptr);
+}
+
+// The user should free the returned pointers
+function initSherpaOnnxSileroVadModelConfig(config, Module) {
+  const modelLen = Module.lengthBytesUTF8(config.model || '') + 1;
+
+  const n = modelLen;
+
+  const buffer = Module._malloc(n);
+
+  const len = 6 * 4;
+  const ptr = Module._malloc(len);
+
+  Module.stringToUTF8(config.model || '', buffer, modelLen);
+
+  offset = 0;
+  Module.setValue(ptr, buffer, 'i8*');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.threshold || 0.5, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.minSilenceDuration || 0.5, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.minSpeechDuration || 0.25, 'float');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.windowSize || 512, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.maxSpeechDuration || 20, 'float');
+  offset += 4;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len,
+  }
+}
+
+function initSherpaOnnxVadModelConfig(config, Module) {
+  if (!('sileroVad' in config)) {
+    config.sileroVad = {
+      model: '',
+      threshold: 0.50,
+      minSilenceDuration: 0.50,
+      minSpeechDuration: 0.25,
+      windowSize: 512,
+      maxSpeechDuration: 20,
+    };
+  }
+
+  const sileroVad =
+      initSherpaOnnxSileroVadModelConfig(config.sileroVad, Module);
+
+  const len = sileroVad.len + 4 * 4;
+  const ptr = Module._malloc(len);
+
+  const providerLen = Module.lengthBytesUTF8(config.provider || 'cpu') + 1;
+  const buffer = Module._malloc(providerLen);
+  Module.stringToUTF8(config.provider || 'cpu', buffer, providerLen);
+
+  let offset = 0;
+  Module._CopyHeap(sileroVad.ptr, sileroVad.len, ptr + offset);
+  offset += sileroVad.len;
+
+  Module.setValue(ptr + offset, config.sampleRate || 16000, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.numThreads || 1, 'i32');
+  offset += 4;
+
+  Module.setValue(ptr + offset, buffer, 'i8*');  // provider
+  offset += 4;
+
+  Module.setValue(ptr + offset, config.debug || 0, 'i32');
+  offset += 4;
+
+  return {
+    buffer: buffer, ptr: ptr, len: len, sileroVad: sileroVad,
+  }
+}
+
+function createVad(Module, myConfig) {
+  const sileroVad = {
+    model: './silero_vad.onnx',
+    threshold: 0.50,
+    minSilenceDuration: 0.50,
+    minSpeechDuration: 0.25,
+    maxSpeechDuration: 20,
+    windowSize: 512,
+  };
+
+  let config = {
+    sileroVad: sileroVad,
+    sampleRate: 16000,
+    numThreads: 1,
+    provider: 'cpu',
+    debug: 1,
+    bufferSizeInSeconds: 30,
+  };
+
+  if (myConfig) {
+    config = myConfig;
+  }
+
+  return new Vad(config, Module);
+}
+
+
+class CircularBuffer {
+  constructor(capacity, Module) {
+    this.handle = Module._SherpaOnnxCreateCircularBuffer(capacity);
+    this.Module = Module;
+  }
+
+  free() {
+    this.Module._SherpaOnnxDestroyCircularBuffer(this.handle);
+    this.handle = 0
+  }
+
+  /**
+   * @param samples {Float32Array}
+   */
+  push(samples) {
+    const pointer =
+        this.Module._malloc(samples.length * samples.BYTES_PER_ELEMENT);
+    this.Module.HEAPF32.set(samples, pointer / samples.BYTES_PER_ELEMENT);
+    this.Module._SherpaOnnxCircularBufferPush(
+        this.handle, pointer, samples.length);
+    this.Module._free(pointer);
+  }
+
+  get(startIndex, n) {
+    const p =
+        this.Module._SherpaOnnxCircularBufferGet(this.handle, startIndex, n);
+
+    const samplesPtr = p / 4;
+    const samples = new Float32Array(n);
+    for (let i = 0; i < n; i++) {
+      samples[i] = this.Module.HEAPF32[samplesPtr + i];
+    }
+
+    this.Module._SherpaOnnxCircularBufferFree(p);
+
+    return samples;
+  }
+
+  pop(n) {
+    this.Module._SherpaOnnxCircularBufferPop(this.handle, n);
+  }
+
+  size() {
+    return this.Module._SherpaOnnxCircularBufferSize(this.handle);
+  }
+
+  head() {
+    return this.Module._SherpaOnnxCircularBufferHead(this.handle);
+  }
+
+  reset() {
+    this.Module._SherpaOnnxCircularBufferReset(this.handle);
+  }
+}
+
+class Vad {
+  constructor(configObj, Module) {
+    this.config = configObj;
+    const config = initSherpaOnnxVadModelConfig(configObj, Module);
+    const handle = Module._SherpaOnnxCreateVoiceActivityDetector(
+        config.ptr, configObj.bufferSizeInSeconds || 30);
+    freeConfig(config, Module);
+
+    this.handle = handle;
+    this.Module = Module;
+  }
+
+  free() {
+    this.Module._SherpaOnnxDestroyVoiceActivityDetector(this.handle);
+    this.handle = 0
+  }
+
+  // samples is a float32 array
+  acceptWaveform(samples) {
+    const pointer =
+        this.Module._malloc(samples.length * samples.BYTES_PER_ELEMENT);
+    this.Module.HEAPF32.set(samples, pointer / samples.BYTES_PER_ELEMENT);
+    this.Module._SherpaOnnxVoiceActivityDetectorAcceptWaveform(
+        this.handle, pointer, samples.length);
+    this.Module._free(pointer);
+  }
+
+  isEmpty() {
+    return this.Module._SherpaOnnxVoiceActivityDetectorEmpty(this.handle) == 1;
+  }
+
+  isDetected() {
+    return this.Module._SherpaOnnxVoiceActivityDetectorDetected(this.handle) ==
+        1;
+  }
+
+  pop() {
+    this.Module._SherpaOnnxVoiceActivityDetectorPop(this.handle);
+  }
+
+  clear() {
+    this.Module._SherpaOnnxVoiceActivityDetectorClear(this.handle);
+  }
+
+  /*
+{
+  samples: a 1-d float32 array,
+  start: an int32
+}
+   */
+  front() {
+    const h = this.Module._SherpaOnnxVoiceActivityDetectorFront(this.handle);
+
+    const start = this.Module.HEAP32[h / 4];
+    const samplesPtr = this.Module.HEAP32[h / 4 + 1] / 4;
+    const numSamples = this.Module.HEAP32[h / 4 + 2];
+
+    const samples = new Float32Array(numSamples);
+    for (let i = 0; i < numSamples; i++) {
+      samples[i] = this.Module.HEAPF32[samplesPtr + i];
+    }
+
+    this.Module._SherpaOnnxDestroySpeechSegment(h);
+    return {samples: samples, start: start};
+  }
+
+  reset() {
+    this.Module._SherpaOnnxVoiceActivityDetectorReset(this.handle);
+  }
+
+  flush() {
+    this.Module._SherpaOnnxVoiceActivityDetectorFlush(this.handle);
+  }
+};
+
+if (typeof process == 'object' && typeof process.versions == 'object' &&
+    typeof process.versions.node == 'string') {
+  module.exports = {
+    createVad,
+    CircularBuffer,
+  };
+}
diff --git a/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.js b/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.js
new file mode 100644
index 00000000..38ded061
--- /dev/null
+++ b/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.js
@@ -0,0 +1,4203 @@
+var Module = typeof Module != "undefined" ? Module : {};
+if (!Module.expectedDataFileDownloads) {
+    Module.expectedDataFileDownloads = 0
+}
+Module.expectedDataFileDownloads++;
+
+Module.loadModel = function () {
+    if (Module["ENVIRONMENT_IS_PTHREAD"] || Module["$ww"]) return;
+
+    const DB_NAME = "language-ai-models";
+    const STORE_NAME = "models";
+    const MODEL_KEY = "english";
+    const PACKAGE_NAME = "../../bin/sherpa-onnx-wasm-main-vad-asr.data";
+    const REMOTE_PACKAGE_BASE = "./models/sherpa-onnx-wasm-main-vad-asr.data";
+
+    function openDatabase(callback) {
+        const request = indexedDB.open(DB_NAME, 1);
+        request.onupgradeneeded = function (event) {
+            const db = event.target.result;
+            if (!db.objectStoreNames.contains(STORE_NAME)) {
+                db.createObjectStore(STORE_NAME);
+            }
+        };
+        request.onsuccess = function (event) {
+            callback(event.target.result);
+        };
+        request.onerror = function (event) {
+            console.error("IndexedDB error:", event.target.error);
+            callback(null);
+        };
+    }
+
+    function getModelFromDB(callback) {
+        openDatabase(db => {
+            if (!db) return callback(null);
+            const transaction = db.transaction(STORE_NAME, "readonly");
+            const store = transaction.objectStore(STORE_NAME);
+            const request = store.get(MODEL_KEY);
+            request.onsuccess = function () {
+                callback(request.result);
+            };
+            request.onerror = function () {
+                callback(null);
+            };
+        });
+    }
+
+    function saveModelToDB(data) {
+        openDatabase(db => {
+            if (!db) return;
+            const transaction = db.transaction(STORE_NAME, "readwrite");
+            const store = transaction.objectStore(STORE_NAME);
+            store.put(data, MODEL_KEY);
+        });
+    }
+
+    function fetchRemotePackage(packageName, packageSize, callback, errback) {
+        const xhr = new XMLHttpRequest();
+        xhr.open("GET", packageName, true);
+        xhr.responseType = "arraybuffer";
+        xhr.onload = function () {
+            if (xhr.status === 200 || xhr.status === 304 || xhr.status === 206) {
+                callback(xhr.response);
+            } else {
+                errback(new Error(`Failed to fetch model: ${xhr.statusText}`));
+            }
+        };
+        xhr.onerror = function () {
+            errback(new Error("Network error while downloading model"));
+        };
+        xhr.send();
+    }
+
+    function loadPackage(metadata) {
+        getModelFromDB(data => {
+            if (data) {
+                window.modelLoaded = true;
+                console.log("Model loaded from IndexedDB");
+                window.dispatchEvent(new Event("modelLoaded"));
+                processPackageData(data);
+            } else {
+                console.log("Downloading model...");
+                window.dispatchEvent(new Event("loadingModel"));
+                window.modelLoaded = false;
+                fetchRemotePackage(REMOTE_PACKAGE_BASE, metadata.remote_package_size, function (data) {
+                    console.log("Model downloaded, saving to IndexedDB...");
+                    window.modelLoaded = true;
+                    window.dispatchEvent(new Event("modelLoaded"));
+                    saveModelToDB(data);
+                    processPackageData(data);
+                }, console.error),
+                // Pass the progress callback that updates your UI state
+                (progress) => {
+                    console.log(progress);
+                    window.downloadProgress = progress;
+                    window.dispatchEvent(
+                        new CustomEvent("modelProgress", { detail: { progress } })
+                      );
+                    //setDownloadProgress(progress); // assuming setDownloadProgress is defined in your component state
+                }
+            }
+        });
+
+        function processPackageData(arrayBuffer) {
+            const byteArray = new Uint8Array(arrayBuffer);
+            DataRequest.prototype.byteArray = byteArray;
+            metadata.files.forEach(file => {
+                new DataRequest(file.start, file.end, file.audio || 0).open("GET", file.filename);
+            });
+            metadata.files.forEach(file => {
+                DataRequest.prototype.requests[file.filename].onload();
+            });
+            Module["removeRunDependency"]("datafile_" + PACKAGE_NAME);
+        }
+
+        function DataRequest(start, end, audio) {
+            this.start = start;
+            this.end = end;
+            this.audio = audio;
+        }
+        DataRequest.prototype = {
+            requests: {},
+            open: function (mode, name) {
+                this.name = name;
+                this.requests[name] = this;
+                Module["addRunDependency"]("fp " + this.name);
+            },
+            send: function () {},
+            onload: function () {
+                const byteArray = this.byteArray.subarray(this.start, this.end);
+                this.finish(byteArray);
+            },
+            finish: function (byteArray) {
+                Module["FS_createDataFile"](this.name, null, byteArray, true, true, true);
+                Module["removeRunDependency"]("fp " + this.name);
+                delete this.requests[this.name];
+            }
+        };
+    }
+
+    loadPackage({
+        files: [
+            { filename: "/silero_vad.onnx", start: 0, end: 1807522 },
+            { filename: "/tokens.txt", start: 1807522, end: 1812542 },
+            { filename: "/transducer-decoder.onnx", start: 1812542, end: 3905622 },
+            { filename: "/transducer-encoder.onnx", start: 3905622, end: 74690350 },
+            { filename: "/transducer-joiner.onnx", start: 74690350, end: 74949766 }
+        ],
+        remote_package_size: 74949766
+    });
+};
+
+
+
+var moduleOverrides = Object.assign({}, Module);
+var arguments_ = [];
+var thisProgram = "./this.program";
+var quit_ = (status, toThrow) => {
+    throw toThrow
+}
+;
+var ENVIRONMENT_IS_WEB = typeof window == "object";
+var ENVIRONMENT_IS_WORKER = typeof importScripts == "function";
+var ENVIRONMENT_IS_NODE = typeof process == "object" && typeof process.versions == "object" && typeof process.versions.node == "string";
+var scriptDirectory = "";
+function locateFile(path) {
+    if (Module["locateFile"]) {
+        return Module["locateFile"](path, scriptDirectory)
+    }
+    return scriptDirectory + path
+}
+var read_, readAsync, readBinary;
+if (ENVIRONMENT_IS_NODE) {
+    var fs = require("fs");
+    var nodePath = require("path");
+    if (ENVIRONMENT_IS_WORKER) {
+        scriptDirectory = nodePath.dirname(scriptDirectory) + "/"
+    } else {
+        scriptDirectory = __dirname + "/"
+    }
+    read_ = (filename, binary) => {
+        filename = isFileURI(filename) ? new URL(filename) : nodePath.normalize(filename);
+        return fs.readFileSync(filename, binary ? undefined : "utf8")
+    }
+    ;
+    readBinary = filename => {
+        var ret = read_(filename, true);
+        if (!ret.buffer) {
+            ret = new Uint8Array(ret)
+        }
+        return ret
+    }
+    ;
+    readAsync = (filename, onload, onerror, binary=true) => {
+        filename = isFileURI(filename) ? new URL(filename) : nodePath.normalize(filename);
+        fs.readFile(filename, binary ? undefined : "utf8", (err, data) => {
+            if (err)
+                onerror(err);
+            else
+                onload(binary ? data.buffer : data)
+        }
+        )
+    }
+    ;
+    if (!Module["thisProgram"] && process.argv.length > 1) {
+        thisProgram = process.argv[1].replace(/\\/g, "/")
+    }
+    arguments_ = process.argv.slice(2);
+    if (typeof module != "undefined") {
+        module["exports"] = Module
+    }
+    process.on("uncaughtException", ex => {
+        if (ex !== "unwind" && !(ex instanceof ExitStatus) && !(ex.context instanceof ExitStatus)) {
+            throw ex
+        }
+    }
+    );
+    quit_ = (status, toThrow) => {
+        process.exitCode = status;
+        throw toThrow
+    }
+} else if (ENVIRONMENT_IS_WEB || ENVIRONMENT_IS_WORKER) {
+    if (ENVIRONMENT_IS_WORKER) {
+        scriptDirectory = self.location.href
+    } else if (typeof document != "undefined" && document.currentScript) {
+        scriptDirectory = document.currentScript.src
+    }
+    if (scriptDirectory.startsWith("blob:")) {
+        scriptDirectory = ""
+    } else {
+        scriptDirectory = scriptDirectory.substr(0, scriptDirectory.replace(/[?#].*/, "").lastIndexOf("/") + 1)
+    }
+    {
+        read_ = url => {
+            var xhr = new XMLHttpRequest;
+            xhr.open("GET", url, false);
+            xhr.send(null);
+            return xhr.responseText
+        }
+        ;
+        if (ENVIRONMENT_IS_WORKER) {
+            readBinary = url => {
+                var xhr = new XMLHttpRequest;
+                xhr.open("GET", url, false);
+                xhr.responseType = "arraybuffer";
+                xhr.send(null);
+                return new Uint8Array(xhr.response)
+            }
+        }
+        readAsync = (url, onload, onerror) => {
+            var xhr = new XMLHttpRequest;
+            xhr.open("GET", url, true);
+            xhr.responseType = "arraybuffer";
+            xhr.onload = () => {
+                if (xhr.status == 200 || xhr.status == 0 && xhr.response) {
+                    onload(xhr.response);
+                    return
+                }
+                onerror()
+            }
+            ;
+            xhr.onerror = onerror;
+            xhr.send(null)
+        }
+    }
+} else {}
+var out = Module["print"] || console.log.bind(console);
+var err = Module["printErr"] || console.error.bind(console);
+Object.assign(Module, moduleOverrides);
+moduleOverrides = null;
+if (Module["arguments"])
+    arguments_ = Module["arguments"];
+if (Module["thisProgram"])
+    thisProgram = Module["thisProgram"];
+if (Module["quit"])
+    quit_ = Module["quit"];
+var wasmBinary;
+if (Module["wasmBinary"])
+    wasmBinary = Module["wasmBinary"];
+if (typeof WebAssembly != "object") {
+    abort("no native wasm support detected")
+}
+var wasmMemory;
+var ABORT = false;
+var EXITSTATUS;
+var HEAP8, HEAPU8, HEAP16, HEAPU16, HEAP32, HEAPU32, HEAPF32, HEAPF64;
+function updateMemoryViews() {
+    var b = wasmMemory.buffer;
+    Module["HEAP8"] = HEAP8 = new Int8Array(b);
+    Module["HEAP16"] = HEAP16 = new Int16Array(b);
+    Module["HEAPU8"] = HEAPU8 = new Uint8Array(b);
+    Module["HEAPU16"] = HEAPU16 = new Uint16Array(b);
+    Module["HEAP32"] = HEAP32 = new Int32Array(b);
+    Module["HEAPU32"] = HEAPU32 = new Uint32Array(b);
+    Module["HEAPF32"] = HEAPF32 = new Float32Array(b);
+    Module["HEAPF64"] = HEAPF64 = new Float64Array(b)
+}
+var __ATPRERUN__ = [];
+var __ATINIT__ = [];
+var __ATPOSTRUN__ = [];
+var runtimeInitialized = false;
+function preRun() {
+    if (Module["preRun"]) {
+        if (typeof Module["preRun"] == "function")
+            Module["preRun"] = [Module["preRun"]];
+        while (Module["preRun"].length) {
+            addOnPreRun(Module["preRun"].shift())
+        }
+    }
+    callRuntimeCallbacks(__ATPRERUN__)
+}
+function initRuntime() {
+    runtimeInitialized = true;
+    if (!Module["noFSInit"] && !FS.init.initialized)
+        FS.init();
+    FS.ignorePermissions = false;
+    TTY.init();
+    callRuntimeCallbacks(__ATINIT__)
+}
+function postRun() {
+    if (Module["postRun"]) {
+        if (typeof Module["postRun"] == "function")
+            Module["postRun"] = [Module["postRun"]];
+        while (Module["postRun"].length) {
+            addOnPostRun(Module["postRun"].shift())
+        }
+    }
+    callRuntimeCallbacks(__ATPOSTRUN__)
+}
+function addOnPreRun(cb) {
+    __ATPRERUN__.unshift(cb)
+}
+function addOnInit(cb) {
+    __ATINIT__.unshift(cb)
+}
+function addOnPostRun(cb) {
+    __ATPOSTRUN__.unshift(cb)
+}
+var runDependencies = 0;
+var runDependencyWatcher = null;
+var dependenciesFulfilled = null;
+function getUniqueRunDependency(id) {
+    return id
+}
+function addRunDependency(id) {
+    runDependencies++;
+    Module["monitorRunDependencies"]?.(runDependencies)
+}
+function removeRunDependency(id) {
+    runDependencies--;
+    Module["monitorRunDependencies"]?.(runDependencies);
+    if (runDependencies == 0) {
+        if (runDependencyWatcher !== null) {
+            clearInterval(runDependencyWatcher);
+            runDependencyWatcher = null
+        }
+        if (dependenciesFulfilled) {
+            var callback = dependenciesFulfilled;
+            dependenciesFulfilled = null;
+            callback()
+        }
+    }
+}
+function abort(what) {
+    Module["onAbort"]?.(what);
+    what = "Aborted(" + what + ")";
+    err(what);
+    ABORT = true;
+    EXITSTATUS = 1;
+    what += ". Build with -sASSERTIONS for more info.";
+    var e = new WebAssembly.RuntimeError(what);
+    throw e
+}
+var dataURIPrefix = "data:application/octet-stream;base64,";
+var isDataURI = filename => filename.startsWith(dataURIPrefix);
+var isFileURI = filename => filename.startsWith("file://");
+var wasmBinaryFile;
+wasmBinaryFile = "sherpa-onnx-wasm-main-vad-asr.wasm";
+if (!isDataURI(wasmBinaryFile)) {
+    wasmBinaryFile = locateFile(wasmBinaryFile)
+}
+function getBinarySync(file) {
+    if (file == wasmBinaryFile && wasmBinary) {
+        return new Uint8Array(wasmBinary)
+    }
+    if (readBinary) {
+        return readBinary(file)
+    }
+    throw "both async and sync fetching of the wasm failed"
+}
+function getBinaryPromise(binaryFile) {
+    if (!wasmBinary && (ENVIRONMENT_IS_WEB || ENVIRONMENT_IS_WORKER)) {
+        if (typeof fetch == "function" && !isFileURI(binaryFile)) {
+            return fetch(binaryFile, {
+                credentials: "same-origin"
+            }).then(response => {
+                if (!response["ok"]) {
+                    throw `failed to load wasm binary file at '${binaryFile}'`
+                }
+                return response["arrayBuffer"]()
+            }
+            ).catch( () => getBinarySync(binaryFile))
+        } else if (readAsync) {
+            return new Promise( (resolve, reject) => {
+                readAsync(binaryFile, response => resolve(new Uint8Array(response)), reject)
+            }
+            )
+        }
+    }
+    return Promise.resolve().then( () => getBinarySync(binaryFile))
+}
+function instantiateArrayBuffer(binaryFile, imports, receiver) {
+    return getBinaryPromise(binaryFile).then(binary => WebAssembly.instantiate(binary, imports)).then(instance => instance).then(receiver, reason => {
+        err(`failed to asynchronously prepare wasm: ${reason}`);
+        abort(reason)
+    }
+    )
+}
+function instantiateAsync(binary, binaryFile, imports, callback) {
+    if (!binary && typeof WebAssembly.instantiateStreaming == "function" && !isDataURI(binaryFile) && !isFileURI(binaryFile) && !ENVIRONMENT_IS_NODE && typeof fetch == "function") {
+        return fetch(binaryFile, {
+            credentials: "same-origin"
+        }).then(response => {
+            var result = WebAssembly.instantiateStreaming(response, imports);
+            return result.then(callback, function(reason) {
+                err(`wasm streaming compile failed: ${reason}`);
+                err("falling back to ArrayBuffer instantiation");
+                return instantiateArrayBuffer(binaryFile, imports, callback)
+            })
+        }
+        )
+    }
+    return instantiateArrayBuffer(binaryFile, imports, callback)
+}
+function createWasm() {
+    var info = {
+        "a": wasmImports
+    };
+    function receiveInstance(instance, module) {
+        wasmExports = instance.exports;
+        wasmMemory = wasmExports["L"];
+        updateMemoryViews();
+        addOnInit(wasmExports["M"]);
+        removeRunDependency("wasm-instantiate");
+        return wasmExports
+    }
+    addRunDependency("wasm-instantiate");
+    function receiveInstantiationResult(result) {
+        receiveInstance(result["instance"])
+    }
+    if (Module["instantiateWasm"]) {
+        try {
+            return Module["instantiateWasm"](info, receiveInstance)
+        } catch (e) {
+            err(`Module.instantiateWasm callback failed with error: ${e}`);
+            return false
+        }
+    }
+    instantiateAsync(wasmBinary, wasmBinaryFile, info, receiveInstantiationResult);
+    return {}
+}
+var tempDouble;
+var tempI64;
+var ASM_CONSTS = {
+    1008520: ($0, $1, $2, $3) => {
+        if (typeof Module == "undefined" || !Module.MountedFiles) {
+            return 1
+        }
+        let fileName = UTF8ToString($0 >>> 0);
+        if (fileName.startsWith("./")) {
+            fileName = fileName.substring(2)
+        }
+        const fileData = Module.MountedFiles.get(fileName);
+        if (!fileData) {
+            return 2
+        }
+        const offset = $1 >>> 0;
+        const length = $2 >>> 0;
+        const buffer = $3 >>> 0;
+        if (offset + length > fileData.byteLength) {
+            return 3
+        }
+        try {
+            HEAPU8.set(fileData.subarray(offset, offset + length), buffer);
+            return 0
+        } catch {
+            return 4
+        }
+    }
+};
+function ExitStatus(status) {
+    this.name = "ExitStatus";
+    this.message = `Program terminated with exit(${status})`;
+    this.status = status
+}
+var callRuntimeCallbacks = callbacks => {
+    while (callbacks.length > 0) {
+        callbacks.shift()(Module)
+    }
+}
+;
+function getValue(ptr, type="i8") {
+    if (type.endsWith("*"))
+        type = "*";
+    switch (type) {
+    case "i1":
+        return HEAP8[ptr >> 0];
+    case "i8":
+        return HEAP8[ptr >> 0];
+    case "i16":
+        return HEAP16[ptr >> 1];
+    case "i32":
+        return HEAP32[ptr >> 2];
+    case "i64":
+        abort("to do getValue(i64) use WASM_BIGINT");
+    case "float":
+        return HEAPF32[ptr >> 2];
+    case "double":
+        return HEAPF64[ptr >> 3];
+    case "*":
+        return HEAPU32[ptr >> 2];
+    default:
+        abort(`invalid type for getValue: ${type}`)
+    }
+}
+var noExitRuntime = Module["noExitRuntime"] || true;
+function setValue(ptr, value, type="i8") {
+    if (type.endsWith("*"))
+        type = "*";
+    switch (type) {
+    case "i1":
+        HEAP8[ptr >> 0] = value;
+        break;
+    case "i8":
+        HEAP8[ptr >> 0] = value;
+        break;
+    case "i16":
+        HEAP16[ptr >> 1] = value;
+        break;
+    case "i32":
+        HEAP32[ptr >> 2] = value;
+        break;
+    case "i64":
+        abort("to do setValue(i64) use WASM_BIGINT");
+    case "float":
+        HEAPF32[ptr >> 2] = value;
+        break;
+    case "double":
+        HEAPF64[ptr >> 3] = value;
+        break;
+    case "*":
+        HEAPU32[ptr >> 2] = value;
+        break;
+    default:
+        abort(`invalid type for setValue: ${type}`)
+    }
+}
+class ExceptionInfo {
+    constructor(excPtr) {
+        this.excPtr = excPtr;
+        this.ptr = excPtr - 24
+    }
+    set_type(type) {
+        HEAPU32[this.ptr + 4 >> 2] = type
+    }
+    get_type() {
+        return HEAPU32[this.ptr + 4 >> 2]
+    }
+    set_destructor(destructor) {
+        HEAPU32[this.ptr + 8 >> 2] = destructor
+    }
+    get_destructor() {
+        return HEAPU32[this.ptr + 8 >> 2]
+    }
+    set_caught(caught) {
+        caught = caught ? 1 : 0;
+        HEAP8[this.ptr + 12 >> 0] = caught
+    }
+    get_caught() {
+        return HEAP8[this.ptr + 12 >> 0] != 0
+    }
+    set_rethrown(rethrown) {
+        rethrown = rethrown ? 1 : 0;
+        HEAP8[this.ptr + 13 >> 0] = rethrown
+    }
+    get_rethrown() {
+        return HEAP8[this.ptr + 13 >> 0] != 0
+    }
+    init(type, destructor) {
+        this.set_adjusted_ptr(0);
+        this.set_type(type);
+        this.set_destructor(destructor)
+    }
+    set_adjusted_ptr(adjustedPtr) {
+        HEAPU32[this.ptr + 16 >> 2] = adjustedPtr
+    }
+    get_adjusted_ptr() {
+        return HEAPU32[this.ptr + 16 >> 2]
+    }
+    get_exception_ptr() {
+        var isPointer = ___cxa_is_pointer_type(this.get_type());
+        if (isPointer) {
+            return HEAPU32[this.excPtr >> 2]
+        }
+        var adjusted = this.get_adjusted_ptr();
+        if (adjusted !== 0)
+            return adjusted;
+        return this.excPtr
+    }
+}
+var exceptionLast = 0;
+var uncaughtExceptionCount = 0;
+var ___cxa_throw = (ptr, type, destructor) => {
+    var info = new ExceptionInfo(ptr);
+    info.init(type, destructor);
+    exceptionLast = ptr;
+    uncaughtExceptionCount++;
+    throw exceptionLast
+}
+;
+var PATH = {
+    isAbs: path => path.charAt(0) === "/",
+    splitPath: filename => {
+        var splitPathRe = /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/;
+        return splitPathRe.exec(filename).slice(1)
+    }
+    ,
+    normalizeArray: (parts, allowAboveRoot) => {
+        var up = 0;
+        for (var i = parts.length - 1; i >= 0; i--) {
+            var last = parts[i];
+            if (last === ".") {
+                parts.splice(i, 1)
+            } else if (last === "..") {
+                parts.splice(i, 1);
+                up++
+            } else if (up) {
+                parts.splice(i, 1);
+                up--
+            }
+        }
+        if (allowAboveRoot) {
+            for (; up; up--) {
+                parts.unshift("..")
+            }
+        }
+        return parts
+    }
+    ,
+    normalize: path => {
+        var isAbsolute = PATH.isAbs(path)
+          , trailingSlash = path.substr(-1) === "/";
+        path = PATH.normalizeArray(path.split("/").filter(p => !!p), !isAbsolute).join("/");
+        if (!path && !isAbsolute) {
+            path = "."
+        }
+        if (path && trailingSlash) {
+            path += "/"
+        }
+        return (isAbsolute ? "/" : "") + path
+    }
+    ,
+    dirname: path => {
+        var result = PATH.splitPath(path)
+          , root = result[0]
+          , dir = result[1];
+        if (!root && !dir) {
+            return "."
+        }
+        if (dir) {
+            dir = dir.substr(0, dir.length - 1)
+        }
+        return root + dir
+    }
+    ,
+    basename: path => {
+        if (path === "/")
+            return "/";
+        path = PATH.normalize(path);
+        path = path.replace(/\/$/, "");
+        var lastSlash = path.lastIndexOf("/");
+        if (lastSlash === -1)
+            return path;
+        return path.substr(lastSlash + 1)
+    }
+    ,
+    join: function() {
+        var paths = Array.prototype.slice.call(arguments);
+        return PATH.normalize(paths.join("/"))
+    },
+    join2: (l, r) => PATH.normalize(l + "/" + r)
+};
+var initRandomFill = () => {
+    if (typeof crypto == "object" && typeof crypto["getRandomValues"] == "function") {
+        return view => crypto.getRandomValues(view)
+    } else if (ENVIRONMENT_IS_NODE) {
+        try {
+            var crypto_module = require("crypto");
+            var randomFillSync = crypto_module["randomFillSync"];
+            if (randomFillSync) {
+                return view => crypto_module["randomFillSync"](view)
+            }
+            var randomBytes = crypto_module["randomBytes"];
+            return view => (view.set(randomBytes(view.byteLength)),
+            view)
+        } catch (e) {}
+    }
+    abort("initRandomDevice")
+}
+;
+var randomFill = view => (randomFill = initRandomFill())(view);
+var PATH_FS = {
+    resolve: function() {
+        var resolvedPath = ""
+          , resolvedAbsolute = false;
+        for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) {
+            var path = i >= 0 ? arguments[i] : FS.cwd();
+            if (typeof path != "string") {
+                throw new TypeError("Arguments to path.resolve must be strings")
+            } else if (!path) {
+                return ""
+            }
+            resolvedPath = path + "/" + resolvedPath;
+            resolvedAbsolute = PATH.isAbs(path)
+        }
+        resolvedPath = PATH.normalizeArray(resolvedPath.split("/").filter(p => !!p), !resolvedAbsolute).join("/");
+        return (resolvedAbsolute ? "/" : "") + resolvedPath || "."
+    },
+    relative: (from, to) => {
+        from = PATH_FS.resolve(from).substr(1);
+        to = PATH_FS.resolve(to).substr(1);
+        function trim(arr) {
+            var start = 0;
+            for (; start < arr.length; start++) {
+                if (arr[start] !== "")
+                    break
+            }
+            var end = arr.length - 1;
+            for (; end >= 0; end--) {
+                if (arr[end] !== "")
+                    break
+            }
+            if (start > end)
+                return [];
+            return arr.slice(start, end - start + 1)
+        }
+        var fromParts = trim(from.split("/"));
+        var toParts = trim(to.split("/"));
+        var length = Math.min(fromParts.length, toParts.length);
+        var samePartsLength = length;
+        for (var i = 0; i < length; i++) {
+            if (fromParts[i] !== toParts[i]) {
+                samePartsLength = i;
+                break
+            }
+        }
+        var outputParts = [];
+        for (var i = samePartsLength; i < fromParts.length; i++) {
+            outputParts.push("..")
+        }
+        outputParts = outputParts.concat(toParts.slice(samePartsLength));
+        return outputParts.join("/")
+    }
+};
+var UTF8Decoder = typeof TextDecoder != "undefined" ? new TextDecoder("utf8") : undefined;
+var UTF8ArrayToString = (heapOrArray, idx, maxBytesToRead) => {
+    var endIdx = idx + maxBytesToRead;
+    var endPtr = idx;
+    while (heapOrArray[endPtr] && !(endPtr >= endIdx))
+        ++endPtr;
+    if (endPtr - idx > 16 && heapOrArray.buffer && UTF8Decoder) {
+        return UTF8Decoder.decode(heapOrArray.subarray(idx, endPtr))
+    }
+    var str = "";
+    while (idx < endPtr) {
+        var u0 = heapOrArray[idx++];
+        if (!(u0 & 128)) {
+            str += String.fromCharCode(u0);
+            continue
+        }
+        var u1 = heapOrArray[idx++] & 63;
+        if ((u0 & 224) == 192) {
+            str += String.fromCharCode((u0 & 31) << 6 | u1);
+            continue
+        }
+        var u2 = heapOrArray[idx++] & 63;
+        if ((u0 & 240) == 224) {
+            u0 = (u0 & 15) << 12 | u1 << 6 | u2
+        } else {
+            u0 = (u0 & 7) << 18 | u1 << 12 | u2 << 6 | heapOrArray[idx++] & 63
+        }
+        if (u0 < 65536) {
+            str += String.fromCharCode(u0)
+        } else {
+            var ch = u0 - 65536;
+            str += String.fromCharCode(55296 | ch >> 10, 56320 | ch & 1023)
+        }
+    }
+    return str
+}
+;
+var FS_stdin_getChar_buffer = [];
+var lengthBytesUTF8 = str => {
+    var len = 0;
+    for (var i = 0; i < str.length; ++i) {
+        var c = str.charCodeAt(i);
+        if (c <= 127) {
+            len++
+        } else if (c <= 2047) {
+            len += 2
+        } else if (c >= 55296 && c <= 57343) {
+            len += 4;
+            ++i
+        } else {
+            len += 3
+        }
+    }
+    return len
+}
+;
+var stringToUTF8Array = (str, heap, outIdx, maxBytesToWrite) => {
+    if (!(maxBytesToWrite > 0))
+        return 0;
+    var startIdx = outIdx;
+    var endIdx = outIdx + maxBytesToWrite - 1;
+    for (var i = 0; i < str.length; ++i) {
+        var u = str.charCodeAt(i);
+        if (u >= 55296 && u <= 57343) {
+            var u1 = str.charCodeAt(++i);
+            u = 65536 + ((u & 1023) << 10) | u1 & 1023
+        }
+        if (u <= 127) {
+            if (outIdx >= endIdx)
+                break;
+            heap[outIdx++] = u
+        } else if (u <= 2047) {
+            if (outIdx + 1 >= endIdx)
+                break;
+            heap[outIdx++] = 192 | u >> 6;
+            heap[outIdx++] = 128 | u & 63
+        } else if (u <= 65535) {
+            if (outIdx + 2 >= endIdx)
+                break;
+            heap[outIdx++] = 224 | u >> 12;
+            heap[outIdx++] = 128 | u >> 6 & 63;
+            heap[outIdx++] = 128 | u & 63
+        } else {
+            if (outIdx + 3 >= endIdx)
+                break;
+            heap[outIdx++] = 240 | u >> 18;
+            heap[outIdx++] = 128 | u >> 12 & 63;
+            heap[outIdx++] = 128 | u >> 6 & 63;
+            heap[outIdx++] = 128 | u & 63
+        }
+    }
+    heap[outIdx] = 0;
+    return outIdx - startIdx
+}
+;
+function intArrayFromString(stringy, dontAddNull, length) {
+    var len = length > 0 ? length : lengthBytesUTF8(stringy) + 1;
+    var u8array = new Array(len);
+    var numBytesWritten = stringToUTF8Array(stringy, u8array, 0, u8array.length);
+    if (dontAddNull)
+        u8array.length = numBytesWritten;
+    return u8array
+}
+var FS_stdin_getChar = () => {
+    if (!FS_stdin_getChar_buffer.length) {
+        var result = null;
+        if (ENVIRONMENT_IS_NODE) {
+            var BUFSIZE = 256;
+            var buf = Buffer.alloc(BUFSIZE);
+            var bytesRead = 0;
+            var fd = process.stdin.fd;
+            try {
+                bytesRead = fs.readSync(fd, buf)
+            } catch (e) {
+                if (e.toString().includes("EOF"))
+                    bytesRead = 0;
+                else
+                    throw e
+            }
+            if (bytesRead > 0) {
+                result = buf.slice(0, bytesRead).toString("utf-8")
+            } else {
+                result = null
+            }
+        } else if (typeof window != "undefined" && typeof window.prompt == "function") {
+            result = window.prompt("Input: ");
+            if (result !== null) {
+                result += "\n"
+            }
+        } else if (typeof readline == "function") {
+            result = readline();
+            if (result !== null) {
+                result += "\n"
+            }
+        }
+        if (!result) {
+            return null
+        }
+        FS_stdin_getChar_buffer = intArrayFromString(result, true)
+    }
+    return FS_stdin_getChar_buffer.shift()
+}
+;
+var TTY = {
+    ttys: [],
+    init() {},
+    shutdown() {},
+    register(dev, ops) {
+        TTY.ttys[dev] = {
+            input: [],
+            output: [],
+            ops: ops
+        };
+        FS.registerDevice(dev, TTY.stream_ops)
+    },
+    stream_ops: {
+        open(stream) {
+            var tty = TTY.ttys[stream.node.rdev];
+            if (!tty) {
+                throw new FS.ErrnoError(43)
+            }
+            stream.tty = tty;
+            stream.seekable = false
+        },
+        close(stream) {
+            stream.tty.ops.fsync(stream.tty)
+        },
+        fsync(stream) {
+            stream.tty.ops.fsync(stream.tty)
+        },
+        read(stream, buffer, offset, length, pos) {
+            if (!stream.tty || !stream.tty.ops.get_char) {
+                throw new FS.ErrnoError(60)
+            }
+            var bytesRead = 0;
+            for (var i = 0; i < length; i++) {
+                var result;
+                try {
+                    result = stream.tty.ops.get_char(stream.tty)
+                } catch (e) {
+                    throw new FS.ErrnoError(29)
+                }
+                if (result === undefined && bytesRead === 0) {
+                    throw new FS.ErrnoError(6)
+                }
+                if (result === null || result === undefined)
+                    break;
+                bytesRead++;
+                buffer[offset + i] = result
+            }
+            if (bytesRead) {
+                stream.node.timestamp = Date.now()
+            }
+            return bytesRead
+        },
+        write(stream, buffer, offset, length, pos) {
+            if (!stream.tty || !stream.tty.ops.put_char) {
+                throw new FS.ErrnoError(60)
+            }
+            try {
+                for (var i = 0; i < length; i++) {
+                    stream.tty.ops.put_char(stream.tty, buffer[offset + i])
+                }
+            } catch (e) {
+                throw new FS.ErrnoError(29)
+            }
+            if (length) {
+                stream.node.timestamp = Date.now()
+            }
+            return i
+        }
+    },
+    default_tty_ops: {
+        get_char(tty) {
+            return FS_stdin_getChar()
+        },
+        put_char(tty, val) {
+            if (val === null || val === 10) {
+                out(UTF8ArrayToString(tty.output, 0));
+                tty.output = []
+            } else {
+                if (val != 0)
+                    tty.output.push(val)
+            }
+        },
+        fsync(tty) {
+            if (tty.output && tty.output.length > 0) {
+                out(UTF8ArrayToString(tty.output, 0));
+                tty.output = []
+            }
+        },
+        ioctl_tcgets(tty) {
+            return {
+                c_iflag: 25856,
+                c_oflag: 5,
+                c_cflag: 191,
+                c_lflag: 35387,
+                c_cc: [3, 28, 127, 21, 4, 0, 1, 0, 17, 19, 26, 0, 18, 15, 23, 22, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]
+            }
+        },
+        ioctl_tcsets(tty, optional_actions, data) {
+            return 0
+        },
+        ioctl_tiocgwinsz(tty) {
+            return [24, 80]
+        }
+    },
+    default_tty1_ops: {
+        put_char(tty, val) {
+            if (val === null || val === 10) {
+                err(UTF8ArrayToString(tty.output, 0));
+                tty.output = []
+            } else {
+                if (val != 0)
+                    tty.output.push(val)
+            }
+        },
+        fsync(tty) {
+            if (tty.output && tty.output.length > 0) {
+                err(UTF8ArrayToString(tty.output, 0));
+                tty.output = []
+            }
+        }
+    }
+};
+var zeroMemory = (address, size) => {
+    HEAPU8.fill(0, address, address + size);
+    return address
+}
+;
+var alignMemory = (size, alignment) => Math.ceil(size / alignment) * alignment;
+var mmapAlloc = size => {
+    size = alignMemory(size, 65536);
+    var ptr = _emscripten_builtin_memalign(65536, size);
+    if (!ptr)
+        return 0;
+    return zeroMemory(ptr, size)
+}
+;
+var MEMFS = {
+    ops_table: null,
+    mount(mount) {
+        return MEMFS.createNode(null, "/", 16384 | 511, 0)
+    },
+    createNode(parent, name, mode, dev) {
+        if (FS.isBlkdev(mode) || FS.isFIFO(mode)) {
+            throw new FS.ErrnoError(63)
+        }
+        MEMFS.ops_table ||= {
+            dir: {
+                node: {
+                    getattr: MEMFS.node_ops.getattr,
+                    setattr: MEMFS.node_ops.setattr,
+                    lookup: MEMFS.node_ops.lookup,
+                    mknod: MEMFS.node_ops.mknod,
+                    rename: MEMFS.node_ops.rename,
+                    unlink: MEMFS.node_ops.unlink,
+                    rmdir: MEMFS.node_ops.rmdir,
+                    readdir: MEMFS.node_ops.readdir,
+                    symlink: MEMFS.node_ops.symlink
+                },
+                stream: {
+                    llseek: MEMFS.stream_ops.llseek
+                }
+            },
+            file: {
+                node: {
+                    getattr: MEMFS.node_ops.getattr,
+                    setattr: MEMFS.node_ops.setattr
+                },
+                stream: {
+                    llseek: MEMFS.stream_ops.llseek,
+                    read: MEMFS.stream_ops.read,
+                    write: MEMFS.stream_ops.write,
+                    allocate: MEMFS.stream_ops.allocate,
+                    mmap: MEMFS.stream_ops.mmap,
+                    msync: MEMFS.stream_ops.msync
+                }
+            },
+            link: {
+                node: {
+                    getattr: MEMFS.node_ops.getattr,
+                    setattr: MEMFS.node_ops.setattr,
+                    readlink: MEMFS.node_ops.readlink
+                },
+                stream: {}
+            },
+            chrdev: {
+                node: {
+                    getattr: MEMFS.node_ops.getattr,
+                    setattr: MEMFS.node_ops.setattr
+                },
+                stream: FS.chrdev_stream_ops
+            }
+        };
+        var node = FS.createNode(parent, name, mode, dev);
+        if (FS.isDir(node.mode)) {
+            node.node_ops = MEMFS.ops_table.dir.node;
+            node.stream_ops = MEMFS.ops_table.dir.stream;
+            node.contents = {}
+        } else if (FS.isFile(node.mode)) {
+            node.node_ops = MEMFS.ops_table.file.node;
+            node.stream_ops = MEMFS.ops_table.file.stream;
+            node.usedBytes = 0;
+            node.contents = null
+        } else if (FS.isLink(node.mode)) {
+            node.node_ops = MEMFS.ops_table.link.node;
+            node.stream_ops = MEMFS.ops_table.link.stream
+        } else if (FS.isChrdev(node.mode)) {
+            node.node_ops = MEMFS.ops_table.chrdev.node;
+            node.stream_ops = MEMFS.ops_table.chrdev.stream
+        }
+        node.timestamp = Date.now();
+        if (parent) {
+            parent.contents[name] = node;
+            parent.timestamp = node.timestamp
+        }
+        return node
+    },
+    getFileDataAsTypedArray(node) {
+        if (!node.contents)
+            return new Uint8Array(0);
+        if (node.contents.subarray)
+            return node.contents.subarray(0, node.usedBytes);
+        return new Uint8Array(node.contents)
+    },
+    expandFileStorage(node, newCapacity) {
+        var prevCapacity = node.contents ? node.contents.length : 0;
+        if (prevCapacity >= newCapacity)
+            return;
+        var CAPACITY_DOUBLING_MAX = 1024 * 1024;
+        newCapacity = Math.max(newCapacity, prevCapacity * (prevCapacity < CAPACITY_DOUBLING_MAX ? 2 : 1.125) >>> 0);
+        if (prevCapacity != 0)
+            newCapacity = Math.max(newCapacity, 256);
+        var oldContents = node.contents;
+        node.contents = new Uint8Array(newCapacity);
+        if (node.usedBytes > 0)
+            node.contents.set(oldContents.subarray(0, node.usedBytes), 0)
+    },
+    resizeFileStorage(node, newSize) {
+        if (node.usedBytes == newSize)
+            return;
+        if (newSize == 0) {
+            node.contents = null;
+            node.usedBytes = 0
+        } else {
+            var oldContents = node.contents;
+            node.contents = new Uint8Array(newSize);
+            if (oldContents) {
+                node.contents.set(oldContents.subarray(0, Math.min(newSize, node.usedBytes)))
+            }
+            node.usedBytes = newSize
+        }
+    },
+    node_ops: {
+        getattr(node) {
+            var attr = {};
+            attr.dev = FS.isChrdev(node.mode) ? node.id : 1;
+            attr.ino = node.id;
+            attr.mode = node.mode;
+            attr.nlink = 1;
+            attr.uid = 0;
+            attr.gid = 0;
+            attr.rdev = node.rdev;
+            if (FS.isDir(node.mode)) {
+                attr.size = 4096
+            } else if (FS.isFile(node.mode)) {
+                attr.size = node.usedBytes
+            } else if (FS.isLink(node.mode)) {
+                attr.size = node.link.length
+            } else {
+                attr.size = 0
+            }
+            attr.atime = new Date(node.timestamp);
+            attr.mtime = new Date(node.timestamp);
+            attr.ctime = new Date(node.timestamp);
+            attr.blksize = 4096;
+            attr.blocks = Math.ceil(attr.size / attr.blksize);
+            return attr
+        },
+        setattr(node, attr) {
+            if (attr.mode !== undefined) {
+                node.mode = attr.mode
+            }
+            if (attr.timestamp !== undefined) {
+                node.timestamp = attr.timestamp
+            }
+            if (attr.size !== undefined) {
+                MEMFS.resizeFileStorage(node, attr.size)
+            }
+        },
+        lookup(parent, name) {
+            throw FS.genericErrors[44]
+        },
+        mknod(parent, name, mode, dev) {
+            return MEMFS.createNode(parent, name, mode, dev)
+        },
+        rename(old_node, new_dir, new_name) {
+            if (FS.isDir(old_node.mode)) {
+                var new_node;
+                try {
+                    new_node = FS.lookupNode(new_dir, new_name)
+                } catch (e) {}
+                if (new_node) {
+                    for (var i in new_node.contents) {
+                        throw new FS.ErrnoError(55)
+                    }
+                }
+            }
+            delete old_node.parent.contents[old_node.name];
+            old_node.parent.timestamp = Date.now();
+            old_node.name = new_name;
+            new_dir.contents[new_name] = old_node;
+            new_dir.timestamp = old_node.parent.timestamp;
+            old_node.parent = new_dir
+        },
+        unlink(parent, name) {
+            delete parent.contents[name];
+            parent.timestamp = Date.now()
+        },
+        rmdir(parent, name) {
+            var node = FS.lookupNode(parent, name);
+            for (var i in node.contents) {
+                throw new FS.ErrnoError(55)
+            }
+            delete parent.contents[name];
+            parent.timestamp = Date.now()
+        },
+        readdir(node) {
+            var entries = [".", ".."];
+            for (var key of Object.keys(node.contents)) {
+                entries.push(key)
+            }
+            return entries
+        },
+        symlink(parent, newname, oldpath) {
+            var node = MEMFS.createNode(parent, newname, 511 | 40960, 0);
+            node.link = oldpath;
+            return node
+        },
+        readlink(node) {
+            if (!FS.isLink(node.mode)) {
+                throw new FS.ErrnoError(28)
+            }
+            return node.link
+        }
+    },
+    stream_ops: {
+        read(stream, buffer, offset, length, position) {
+            var contents = stream.node.contents;
+            if (position >= stream.node.usedBytes)
+                return 0;
+            var size = Math.min(stream.node.usedBytes - position, length);
+            if (size > 8 && contents.subarray) {
+                buffer.set(contents.subarray(position, position + size), offset)
+            } else {
+                for (var i = 0; i < size; i++)
+                    buffer[offset + i] = contents[position + i]
+            }
+            return size
+        },
+        write(stream, buffer, offset, length, position, canOwn) {
+            if (buffer.buffer === HEAP8.buffer) {
+                canOwn = false
+            }
+            if (!length)
+                return 0;
+            var node = stream.node;
+            node.timestamp = Date.now();
+            if (buffer.subarray && (!node.contents || node.contents.subarray)) {
+                if (canOwn) {
+                    node.contents = buffer.subarray(offset, offset + length);
+                    node.usedBytes = length;
+                    return length
+                } else if (node.usedBytes === 0 && position === 0) {
+                    node.contents = buffer.slice(offset, offset + length);
+                    node.usedBytes = length;
+                    return length
+                } else if (position + length <= node.usedBytes) {
+                    node.contents.set(buffer.subarray(offset, offset + length), position);
+                    return length
+                }
+            }
+            MEMFS.expandFileStorage(node, position + length);
+            if (node.contents.subarray && buffer.subarray) {
+                node.contents.set(buffer.subarray(offset, offset + length), position)
+            } else {
+                for (var i = 0; i < length; i++) {
+                    node.contents[position + i] = buffer[offset + i]
+                }
+            }
+            node.usedBytes = Math.max(node.usedBytes, position + length);
+            return length
+        },
+        llseek(stream, offset, whence) {
+            var position = offset;
+            if (whence === 1) {
+                position += stream.position
+            } else if (whence === 2) {
+                if (FS.isFile(stream.node.mode)) {
+                    position += stream.node.usedBytes
+                }
+            }
+            if (position < 0) {
+                throw new FS.ErrnoError(28)
+            }
+            return position
+        },
+        allocate(stream, offset, length) {
+            MEMFS.expandFileStorage(stream.node, offset + length);
+            stream.node.usedBytes = Math.max(stream.node.usedBytes, offset + length)
+        },
+        mmap(stream, length, position, prot, flags) {
+            if (!FS.isFile(stream.node.mode)) {
+                throw new FS.ErrnoError(43)
+            }
+            var ptr;
+            var allocated;
+            var contents = stream.node.contents;
+            if (!(flags & 2) && contents.buffer === HEAP8.buffer) {
+                allocated = false;
+                ptr = contents.byteOffset
+            } else {
+                if (position > 0 || position + length < contents.length) {
+                    if (contents.subarray) {
+                        contents = contents.subarray(position, position + length)
+                    } else {
+                        contents = Array.prototype.slice.call(contents, position, position + length)
+                    }
+                }
+                allocated = true;
+                ptr = mmapAlloc(length);
+                if (!ptr) {
+                    throw new FS.ErrnoError(48)
+                }
+                HEAP8.set(contents, ptr)
+            }
+            return {
+                ptr: ptr,
+                allocated: allocated
+            }
+        },
+        msync(stream, buffer, offset, length, mmapFlags) {
+            MEMFS.stream_ops.write(stream, buffer, 0, length, offset, false);
+            return 0
+        }
+    }
+};
+var asyncLoad = (url, onload, onerror, noRunDep) => {
+    var dep = !noRunDep ? getUniqueRunDependency(`al ${url}`) : "";
+    readAsync(url, arrayBuffer => {
+        onload(new Uint8Array(arrayBuffer));
+        if (dep)
+            removeRunDependency(dep)
+    }
+    , event => {
+        if (onerror) {
+            onerror()
+        } else {
+            throw `Loading data file "${url}" failed.`
+        }
+    }
+    );
+    if (dep)
+        addRunDependency(dep)
+}
+;
+var FS_createDataFile = (parent, name, fileData, canRead, canWrite, canOwn) => {
+    FS.createDataFile(parent, name, fileData, canRead, canWrite, canOwn)
+}
+;
+var preloadPlugins = Module["preloadPlugins"] || [];
+var FS_handledByPreloadPlugin = (byteArray, fullname, finish, onerror) => {
+    if (typeof Browser != "undefined")
+        Browser.init();
+    var handled = false;
+    preloadPlugins.forEach(plugin => {
+        if (handled)
+            return;
+        if (plugin["canHandle"](fullname)) {
+            plugin["handle"](byteArray, fullname, finish, onerror);
+            handled = true
+        }
+    }
+    );
+    return handled
+}
+;
+var FS_createPreloadedFile = (parent, name, url, canRead, canWrite, onload, onerror, dontCreateFile, canOwn, preFinish) => {
+    var fullname = name ? PATH_FS.resolve(PATH.join2(parent, name)) : parent;
+    var dep = getUniqueRunDependency(`cp ${fullname}`);
+    function processData(byteArray) {
+        function finish(byteArray) {
+            preFinish?.();
+            if (!dontCreateFile) {
+                FS_createDataFile(parent, name, byteArray, canRead, canWrite, canOwn)
+            }
+            onload?.();
+            removeRunDependency(dep)
+        }
+        if (FS_handledByPreloadPlugin(byteArray, fullname, finish, () => {
+            onerror?.();
+            removeRunDependency(dep)
+        }
+        )) {
+            return
+        }
+        finish(byteArray)
+    }
+    addRunDependency(dep);
+    if (typeof url == "string") {
+        asyncLoad(url, processData, onerror)
+    } else {
+        processData(url)
+    }
+}
+;
+var FS_modeStringToFlags = str => {
+    var flagModes = {
+        "r": 0,
+        "r+": 2,
+        "w": 512 | 64 | 1,
+        "w+": 512 | 64 | 2,
+        "a": 1024 | 64 | 1,
+        "a+": 1024 | 64 | 2
+    };
+    var flags = flagModes[str];
+    if (typeof flags == "undefined") {
+        throw new Error(`Unknown file open mode: ${str}`)
+    }
+    return flags
+}
+;
+var FS_getMode = (canRead, canWrite) => {
+    var mode = 0;
+    if (canRead)
+        mode |= 292 | 73;
+    if (canWrite)
+        mode |= 146;
+    return mode
+}
+;
+var FS = {
+    root: null,
+    mounts: [],
+    devices: {},
+    streams: [],
+    nextInode: 1,
+    nameTable: null,
+    currentPath: "/",
+    initialized: false,
+    ignorePermissions: true,
+    ErrnoError: class {
+        constructor(errno) {
+            this.name = "ErrnoError";
+            this.errno = errno
+        }
+    }
+    ,
+    genericErrors: {},
+    filesystems: null,
+    syncFSRequests: 0,
+    lookupPath(path, opts={}) {
+        path = PATH_FS.resolve(path);
+        if (!path)
+            return {
+                path: "",
+                node: null
+            };
+        var defaults = {
+            follow_mount: true,
+            recurse_count: 0
+        };
+        opts = Object.assign(defaults, opts);
+        if (opts.recurse_count > 8) {
+            throw new FS.ErrnoError(32)
+        }
+        var parts = path.split("/").filter(p => !!p);
+        var current = FS.root;
+        var current_path = "/";
+        for (var i = 0; i < parts.length; i++) {
+            var islast = i === parts.length - 1;
+            if (islast && opts.parent) {
+                break
+            }
+            current = FS.lookupNode(current, parts[i]);
+            current_path = PATH.join2(current_path, parts[i]);
+            if (FS.isMountpoint(current)) {
+                if (!islast || islast && opts.follow_mount) {
+                    current = current.mounted.root
+                }
+            }
+            if (!islast || opts.follow) {
+                var count = 0;
+                while (FS.isLink(current.mode)) {
+                    var link = FS.readlink(current_path);
+                    current_path = PATH_FS.resolve(PATH.dirname(current_path), link);
+                    var lookup = FS.lookupPath(current_path, {
+                        recurse_count: opts.recurse_count + 1
+                    });
+                    current = lookup.node;
+                    if (count++ > 40) {
+                        throw new FS.ErrnoError(32)
+                    }
+                }
+            }
+        }
+        return {
+            path: current_path,
+            node: current
+        }
+    },
+    getPath(node) {
+        var path;
+        while (true) {
+            if (FS.isRoot(node)) {
+                var mount = node.mount.mountpoint;
+                if (!path)
+                    return mount;
+                return mount[mount.length - 1] !== "/" ? `${mount}/${path}` : mount + path
+            }
+            path = path ? `${node.name}/${path}` : node.name;
+            node = node.parent
+        }
+    },
+    hashName(parentid, name) {
+        var hash = 0;
+        for (var i = 0; i < name.length; i++) {
+            hash = (hash << 5) - hash + name.charCodeAt(i) | 0
+        }
+        return (parentid + hash >>> 0) % FS.nameTable.length
+    },
+    hashAddNode(node) {
+        var hash = FS.hashName(node.parent.id, node.name);
+        node.name_next = FS.nameTable[hash];
+        FS.nameTable[hash] = node
+    },
+    hashRemoveNode(node) {
+        var hash = FS.hashName(node.parent.id, node.name);
+        if (FS.nameTable[hash] === node) {
+            FS.nameTable[hash] = node.name_next
+        } else {
+            var current = FS.nameTable[hash];
+            while (current) {
+                if (current.name_next === node) {
+                    current.name_next = node.name_next;
+                    break
+                }
+                current = current.name_next
+            }
+        }
+    },
+    lookupNode(parent, name) {
+        var errCode = FS.mayLookup(parent);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        var hash = FS.hashName(parent.id, name);
+        for (var node = FS.nameTable[hash]; node; node = node.name_next) {
+            var nodeName = node.name;
+            if (node.parent.id === parent.id && nodeName === name) {
+                return node
+            }
+        }
+        return FS.lookup(parent, name)
+    },
+    createNode(parent, name, mode, rdev) {
+        var node = new FS.FSNode(parent,name,mode,rdev);
+        FS.hashAddNode(node);
+        return node
+    },
+    destroyNode(node) {
+        FS.hashRemoveNode(node)
+    },
+    isRoot(node) {
+        return node === node.parent
+    },
+    isMountpoint(node) {
+        return !!node.mounted
+    },
+    isFile(mode) {
+        return (mode & 61440) === 32768
+    },
+    isDir(mode) {
+        return (mode & 61440) === 16384
+    },
+    isLink(mode) {
+        return (mode & 61440) === 40960
+    },
+    isChrdev(mode) {
+        return (mode & 61440) === 8192
+    },
+    isBlkdev(mode) {
+        return (mode & 61440) === 24576
+    },
+    isFIFO(mode) {
+        return (mode & 61440) === 4096
+    },
+    isSocket(mode) {
+        return (mode & 49152) === 49152
+    },
+    flagsToPermissionString(flag) {
+        var perms = ["r", "w", "rw"][flag & 3];
+        if (flag & 512) {
+            perms += "w"
+        }
+        return perms
+    },
+    nodePermissions(node, perms) {
+        if (FS.ignorePermissions) {
+            return 0
+        }
+        if (perms.includes("r") && !(node.mode & 292)) {
+            return 2
+        } else if (perms.includes("w") && !(node.mode & 146)) {
+            return 2
+        } else if (perms.includes("x") && !(node.mode & 73)) {
+            return 2
+        }
+        return 0
+    },
+    mayLookup(dir) {
+        if (!FS.isDir(dir.mode))
+            return 54;
+        var errCode = FS.nodePermissions(dir, "x");
+        if (errCode)
+            return errCode;
+        if (!dir.node_ops.lookup)
+            return 2;
+        return 0
+    },
+    mayCreate(dir, name) {
+        try {
+            var node = FS.lookupNode(dir, name);
+            return 20
+        } catch (e) {}
+        return FS.nodePermissions(dir, "wx")
+    },
+    mayDelete(dir, name, isdir) {
+        var node;
+        try {
+            node = FS.lookupNode(dir, name)
+        } catch (e) {
+            return e.errno
+        }
+        var errCode = FS.nodePermissions(dir, "wx");
+        if (errCode) {
+            return errCode
+        }
+        if (isdir) {
+            if (!FS.isDir(node.mode)) {
+                return 54
+            }
+            if (FS.isRoot(node) || FS.getPath(node) === FS.cwd()) {
+                return 10
+            }
+        } else {
+            if (FS.isDir(node.mode)) {
+                return 31
+            }
+        }
+        return 0
+    },
+    mayOpen(node, flags) {
+        if (!node) {
+            return 44
+        }
+        if (FS.isLink(node.mode)) {
+            return 32
+        } else if (FS.isDir(node.mode)) {
+            if (FS.flagsToPermissionString(flags) !== "r" || flags & 512) {
+                return 31
+            }
+        }
+        return FS.nodePermissions(node, FS.flagsToPermissionString(flags))
+    },
+    MAX_OPEN_FDS: 4096,
+    nextfd() {
+        for (var fd = 0; fd <= FS.MAX_OPEN_FDS; fd++) {
+            if (!FS.streams[fd]) {
+                return fd
+            }
+        }
+        throw new FS.ErrnoError(33)
+    },
+    getStreamChecked(fd) {
+        var stream = FS.getStream(fd);
+        if (!stream) {
+            throw new FS.ErrnoError(8)
+        }
+        return stream
+    },
+    getStream: fd => FS.streams[fd],
+    createStream(stream, fd=-1) {
+        if (!FS.FSStream) {
+            FS.FSStream = function() {
+                this.shared = {}
+            }
+            ;
+            FS.FSStream.prototype = {};
+            Object.defineProperties(FS.FSStream.prototype, {
+                object: {
+                    get() {
+                        return this.node
+                    },
+                    set(val) {
+                        this.node = val
+                    }
+                },
+                isRead: {
+                    get() {
+                        return (this.flags & 2097155) !== 1
+                    }
+                },
+                isWrite: {
+                    get() {
+                        return (this.flags & 2097155) !== 0
+                    }
+                },
+                isAppend: {
+                    get() {
+                        return this.flags & 1024
+                    }
+                },
+                flags: {
+                    get() {
+                        return this.shared.flags
+                    },
+                    set(val) {
+                        this.shared.flags = val
+                    }
+                },
+                position: {
+                    get() {
+                        return this.shared.position
+                    },
+                    set(val) {
+                        this.shared.position = val
+                    }
+                }
+            })
+        }
+        stream = Object.assign(new FS.FSStream, stream);
+        if (fd == -1) {
+            fd = FS.nextfd()
+        }
+        stream.fd = fd;
+        FS.streams[fd] = stream;
+        return stream
+    },
+    closeStream(fd) {
+        FS.streams[fd] = null
+    },
+    chrdev_stream_ops: {
+        open(stream) {
+            var device = FS.getDevice(stream.node.rdev);
+            stream.stream_ops = device.stream_ops;
+            stream.stream_ops.open?.(stream)
+        },
+        llseek() {
+            throw new FS.ErrnoError(70)
+        }
+    },
+    major: dev => dev >> 8,
+    minor: dev => dev & 255,
+    makedev: (ma, mi) => ma << 8 | mi,
+    registerDevice(dev, ops) {
+        FS.devices[dev] = {
+            stream_ops: ops
+        }
+    },
+    getDevice: dev => FS.devices[dev],
+    getMounts(mount) {
+        var mounts = [];
+        var check = [mount];
+        while (check.length) {
+            var m = check.pop();
+            mounts.push(m);
+            check.push.apply(check, m.mounts)
+        }
+        return mounts
+    },
+    syncfs(populate, callback) {
+        if (typeof populate == "function") {
+            callback = populate;
+            populate = false
+        }
+        FS.syncFSRequests++;
+        if (FS.syncFSRequests > 1) {
+            err(`warning: ${FS.syncFSRequests} FS.syncfs operations in flight at once, probably just doing extra work`)
+        }
+        var mounts = FS.getMounts(FS.root.mount);
+        var completed = 0;
+        function doCallback(errCode) {
+            FS.syncFSRequests--;
+            return callback(errCode)
+        }
+        function done(errCode) {
+            if (errCode) {
+                if (!done.errored) {
+                    done.errored = true;
+                    return doCallback(errCode)
+                }
+                return
+            }
+            if (++completed >= mounts.length) {
+                doCallback(null)
+            }
+        }
+        mounts.forEach(mount => {
+            if (!mount.type.syncfs) {
+                return done(null)
+            }
+            mount.type.syncfs(mount, populate, done)
+        }
+        )
+    },
+    mount(type, opts, mountpoint) {
+        var root = mountpoint === "/";
+        var pseudo = !mountpoint;
+        var node;
+        if (root && FS.root) {
+            throw new FS.ErrnoError(10)
+        } else if (!root && !pseudo) {
+            var lookup = FS.lookupPath(mountpoint, {
+                follow_mount: false
+            });
+            mountpoint = lookup.path;
+            node = lookup.node;
+            if (FS.isMountpoint(node)) {
+                throw new FS.ErrnoError(10)
+            }
+            if (!FS.isDir(node.mode)) {
+                throw new FS.ErrnoError(54)
+            }
+        }
+        var mount = {
+            type: type,
+            opts: opts,
+            mountpoint: mountpoint,
+            mounts: []
+        };
+        var mountRoot = type.mount(mount);
+        mountRoot.mount = mount;
+        mount.root = mountRoot;
+        if (root) {
+            FS.root = mountRoot
+        } else if (node) {
+            node.mounted = mount;
+            if (node.mount) {
+                node.mount.mounts.push(mount)
+            }
+        }
+        return mountRoot
+    },
+    unmount(mountpoint) {
+        var lookup = FS.lookupPath(mountpoint, {
+            follow_mount: false
+        });
+        if (!FS.isMountpoint(lookup.node)) {
+            throw new FS.ErrnoError(28)
+        }
+        var node = lookup.node;
+        var mount = node.mounted;
+        var mounts = FS.getMounts(mount);
+        Object.keys(FS.nameTable).forEach(hash => {
+            var current = FS.nameTable[hash];
+            while (current) {
+                var next = current.name_next;
+                if (mounts.includes(current.mount)) {
+                    FS.destroyNode(current)
+                }
+                current = next
+            }
+        }
+        );
+        node.mounted = null;
+        var idx = node.mount.mounts.indexOf(mount);
+        node.mount.mounts.splice(idx, 1)
+    },
+    lookup(parent, name) {
+        return parent.node_ops.lookup(parent, name)
+    },
+    mknod(path, mode, dev) {
+        var lookup = FS.lookupPath(path, {
+            parent: true
+        });
+        var parent = lookup.node;
+        var name = PATH.basename(path);
+        if (!name || name === "." || name === "..") {
+            throw new FS.ErrnoError(28)
+        }
+        var errCode = FS.mayCreate(parent, name);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        if (!parent.node_ops.mknod) {
+            throw new FS.ErrnoError(63)
+        }
+        return parent.node_ops.mknod(parent, name, mode, dev)
+    },
+    create(path, mode) {
+        mode = mode !== undefined ? mode : 438;
+        mode &= 4095;
+        mode |= 32768;
+        return FS.mknod(path, mode, 0)
+    },
+    mkdir(path, mode) {
+        mode = mode !== undefined ? mode : 511;
+        mode &= 511 | 512;
+        mode |= 16384;
+        return FS.mknod(path, mode, 0)
+    },
+    mkdirTree(path, mode) {
+        var dirs = path.split("/");
+        var d = "";
+        for (var i = 0; i < dirs.length; ++i) {
+            if (!dirs[i])
+                continue;
+            d += "/" + dirs[i];
+            try {
+                FS.mkdir(d, mode)
+            } catch (e) {
+                if (e.errno != 20)
+                    throw e
+            }
+        }
+    },
+    mkdev(path, mode, dev) {
+        if (typeof dev == "undefined") {
+            dev = mode;
+            mode = 438
+        }
+        mode |= 8192;
+        return FS.mknod(path, mode, dev)
+    },
+    symlink(oldpath, newpath) {
+        if (!PATH_FS.resolve(oldpath)) {
+            throw new FS.ErrnoError(44)
+        }
+        var lookup = FS.lookupPath(newpath, {
+            parent: true
+        });
+        var parent = lookup.node;
+        if (!parent) {
+            throw new FS.ErrnoError(44)
+        }
+        var newname = PATH.basename(newpath);
+        var errCode = FS.mayCreate(parent, newname);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        if (!parent.node_ops.symlink) {
+            throw new FS.ErrnoError(63)
+        }
+        return parent.node_ops.symlink(parent, newname, oldpath)
+    },
+    rename(old_path, new_path) {
+        var old_dirname = PATH.dirname(old_path);
+        var new_dirname = PATH.dirname(new_path);
+        var old_name = PATH.basename(old_path);
+        var new_name = PATH.basename(new_path);
+        var lookup, old_dir, new_dir;
+        lookup = FS.lookupPath(old_path, {
+            parent: true
+        });
+        old_dir = lookup.node;
+        lookup = FS.lookupPath(new_path, {
+            parent: true
+        });
+        new_dir = lookup.node;
+        if (!old_dir || !new_dir)
+            throw new FS.ErrnoError(44);
+        if (old_dir.mount !== new_dir.mount) {
+            throw new FS.ErrnoError(75)
+        }
+        var old_node = FS.lookupNode(old_dir, old_name);
+        var relative = PATH_FS.relative(old_path, new_dirname);
+        if (relative.charAt(0) !== ".") {
+            throw new FS.ErrnoError(28)
+        }
+        relative = PATH_FS.relative(new_path, old_dirname);
+        if (relative.charAt(0) !== ".") {
+            throw new FS.ErrnoError(55)
+        }
+        var new_node;
+        try {
+            new_node = FS.lookupNode(new_dir, new_name)
+        } catch (e) {}
+        if (old_node === new_node) {
+            return
+        }
+        var isdir = FS.isDir(old_node.mode);
+        var errCode = FS.mayDelete(old_dir, old_name, isdir);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        errCode = new_node ? FS.mayDelete(new_dir, new_name, isdir) : FS.mayCreate(new_dir, new_name);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        if (!old_dir.node_ops.rename) {
+            throw new FS.ErrnoError(63)
+        }
+        if (FS.isMountpoint(old_node) || new_node && FS.isMountpoint(new_node)) {
+            throw new FS.ErrnoError(10)
+        }
+        if (new_dir !== old_dir) {
+            errCode = FS.nodePermissions(old_dir, "w");
+            if (errCode) {
+                throw new FS.ErrnoError(errCode)
+            }
+        }
+        FS.hashRemoveNode(old_node);
+        try {
+            old_dir.node_ops.rename(old_node, new_dir, new_name)
+        } catch (e) {
+            throw e
+        } finally {
+            FS.hashAddNode(old_node)
+        }
+    },
+    rmdir(path) {
+        var lookup = FS.lookupPath(path, {
+            parent: true
+        });
+        var parent = lookup.node;
+        var name = PATH.basename(path);
+        var node = FS.lookupNode(parent, name);
+        var errCode = FS.mayDelete(parent, name, true);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        if (!parent.node_ops.rmdir) {
+            throw new FS.ErrnoError(63)
+        }
+        if (FS.isMountpoint(node)) {
+            throw new FS.ErrnoError(10)
+        }
+        parent.node_ops.rmdir(parent, name);
+        FS.destroyNode(node)
+    },
+    readdir(path) {
+        var lookup = FS.lookupPath(path, {
+            follow: true
+        });
+        var node = lookup.node;
+        if (!node.node_ops.readdir) {
+            throw new FS.ErrnoError(54)
+        }
+        return node.node_ops.readdir(node)
+    },
+    unlink(path) {
+        var lookup = FS.lookupPath(path, {
+            parent: true
+        });
+        var parent = lookup.node;
+        if (!parent) {
+            throw new FS.ErrnoError(44)
+        }
+        var name = PATH.basename(path);
+        var node = FS.lookupNode(parent, name);
+        var errCode = FS.mayDelete(parent, name, false);
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        if (!parent.node_ops.unlink) {
+            throw new FS.ErrnoError(63)
+        }
+        if (FS.isMountpoint(node)) {
+            throw new FS.ErrnoError(10)
+        }
+        parent.node_ops.unlink(parent, name);
+        FS.destroyNode(node)
+    },
+    readlink(path) {
+        var lookup = FS.lookupPath(path);
+        var link = lookup.node;
+        if (!link) {
+            throw new FS.ErrnoError(44)
+        }
+        if (!link.node_ops.readlink) {
+            throw new FS.ErrnoError(28)
+        }
+        return PATH_FS.resolve(FS.getPath(link.parent), link.node_ops.readlink(link))
+    },
+    stat(path, dontFollow) {
+        var lookup = FS.lookupPath(path, {
+            follow: !dontFollow
+        });
+        var node = lookup.node;
+        if (!node) {
+            throw new FS.ErrnoError(44)
+        }
+        if (!node.node_ops.getattr) {
+            throw new FS.ErrnoError(63)
+        }
+        return node.node_ops.getattr(node)
+    },
+    lstat(path) {
+        return FS.stat(path, true)
+    },
+    chmod(path, mode, dontFollow) {
+        var node;
+        if (typeof path == "string") {
+            var lookup = FS.lookupPath(path, {
+                follow: !dontFollow
+            });
+            node = lookup.node
+        } else {
+            node = path
+        }
+        if (!node.node_ops.setattr) {
+            throw new FS.ErrnoError(63)
+        }
+        node.node_ops.setattr(node, {
+            mode: mode & 4095 | node.mode & ~4095,
+            timestamp: Date.now()
+        })
+    },
+    lchmod(path, mode) {
+        FS.chmod(path, mode, true)
+    },
+    fchmod(fd, mode) {
+        var stream = FS.getStreamChecked(fd);
+        FS.chmod(stream.node, mode)
+    },
+    chown(path, uid, gid, dontFollow) {
+        var node;
+        if (typeof path == "string") {
+            var lookup = FS.lookupPath(path, {
+                follow: !dontFollow
+            });
+            node = lookup.node
+        } else {
+            node = path
+        }
+        if (!node.node_ops.setattr) {
+            throw new FS.ErrnoError(63)
+        }
+        node.node_ops.setattr(node, {
+            timestamp: Date.now()
+        })
+    },
+    lchown(path, uid, gid) {
+        FS.chown(path, uid, gid, true)
+    },
+    fchown(fd, uid, gid) {
+        var stream = FS.getStreamChecked(fd);
+        FS.chown(stream.node, uid, gid)
+    },
+    truncate(path, len) {
+        if (len < 0) {
+            throw new FS.ErrnoError(28)
+        }
+        var node;
+        if (typeof path == "string") {
+            var lookup = FS.lookupPath(path, {
+                follow: true
+            });
+            node = lookup.node
+        } else {
+            node = path
+        }
+        if (!node.node_ops.setattr) {
+            throw new FS.ErrnoError(63)
+        }
+        if (FS.isDir(node.mode)) {
+            throw new FS.ErrnoError(31)
+        }
+        if (!FS.isFile(node.mode)) {
+            throw new FS.ErrnoError(28)
+        }
+        var errCode = FS.nodePermissions(node, "w");
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        node.node_ops.setattr(node, {
+            size: len,
+            timestamp: Date.now()
+        })
+    },
+    ftruncate(fd, len) {
+        var stream = FS.getStreamChecked(fd);
+        if ((stream.flags & 2097155) === 0) {
+            throw new FS.ErrnoError(28)
+        }
+        FS.truncate(stream.node, len)
+    },
+    utime(path, atime, mtime) {
+        var lookup = FS.lookupPath(path, {
+            follow: true
+        });
+        var node = lookup.node;
+        node.node_ops.setattr(node, {
+            timestamp: Math.max(atime, mtime)
+        })
+    },
+    open(path, flags, mode) {
+        if (path === "") {
+            throw new FS.ErrnoError(44)
+        }
+        flags = typeof flags == "string" ? FS_modeStringToFlags(flags) : flags;
+        mode = typeof mode == "undefined" ? 438 : mode;
+        if (flags & 64) {
+            mode = mode & 4095 | 32768
+        } else {
+            mode = 0
+        }
+        var node;
+        if (typeof path == "object") {
+            node = path
+        } else {
+            path = PATH.normalize(path);
+            try {
+                var lookup = FS.lookupPath(path, {
+                    follow: !(flags & 131072)
+                });
+                node = lookup.node
+            } catch (e) {}
+        }
+        var created = false;
+        if (flags & 64) {
+            if (node) {
+                if (flags & 128) {
+                    throw new FS.ErrnoError(20)
+                }
+            } else {
+                node = FS.mknod(path, mode, 0);
+                created = true
+            }
+        }
+        if (!node) {
+            throw new FS.ErrnoError(44)
+        }
+        if (FS.isChrdev(node.mode)) {
+            flags &= ~512
+        }
+        if (flags & 65536 && !FS.isDir(node.mode)) {
+            throw new FS.ErrnoError(54)
+        }
+        if (!created) {
+            var errCode = FS.mayOpen(node, flags);
+            if (errCode) {
+                throw new FS.ErrnoError(errCode)
+            }
+        }
+        if (flags & 512 && !created) {
+            FS.truncate(node, 0)
+        }
+        flags &= ~(128 | 512 | 131072);
+        var stream = FS.createStream({
+            node: node,
+            path: FS.getPath(node),
+            flags: flags,
+            seekable: true,
+            position: 0,
+            stream_ops: node.stream_ops,
+            ungotten: [],
+            error: false
+        });
+        if (stream.stream_ops.open) {
+            stream.stream_ops.open(stream)
+        }
+        if (Module["logReadFiles"] && !(flags & 1)) {
+            if (!FS.readFiles)
+                FS.readFiles = {};
+            if (!(path in FS.readFiles)) {
+                FS.readFiles[path] = 1
+            }
+        }
+        return stream
+    },
+    close(stream) {
+        if (FS.isClosed(stream)) {
+            throw new FS.ErrnoError(8)
+        }
+        if (stream.getdents)
+            stream.getdents = null;
+        try {
+            if (stream.stream_ops.close) {
+                stream.stream_ops.close(stream)
+            }
+        } catch (e) {
+            throw e
+        } finally {
+            FS.closeStream(stream.fd)
+        }
+        stream.fd = null
+    },
+    isClosed(stream) {
+        return stream.fd === null
+    },
+    llseek(stream, offset, whence) {
+        if (FS.isClosed(stream)) {
+            throw new FS.ErrnoError(8)
+        }
+        if (!stream.seekable || !stream.stream_ops.llseek) {
+            throw new FS.ErrnoError(70)
+        }
+        if (whence != 0 && whence != 1 && whence != 2) {
+            throw new FS.ErrnoError(28)
+        }
+        stream.position = stream.stream_ops.llseek(stream, offset, whence);
+        stream.ungotten = [];
+        return stream.position
+    },
+    read(stream, buffer, offset, length, position) {
+        if (length < 0 || position < 0) {
+            throw new FS.ErrnoError(28)
+        }
+        if (FS.isClosed(stream)) {
+            throw new FS.ErrnoError(8)
+        }
+        if ((stream.flags & 2097155) === 1) {
+            throw new FS.ErrnoError(8)
+        }
+        if (FS.isDir(stream.node.mode)) {
+            throw new FS.ErrnoError(31)
+        }
+        if (!stream.stream_ops.read) {
+            throw new FS.ErrnoError(28)
+        }
+        var seeking = typeof position != "undefined";
+        if (!seeking) {
+            position = stream.position
+        } else if (!stream.seekable) {
+            throw new FS.ErrnoError(70)
+        }
+        var bytesRead = stream.stream_ops.read(stream, buffer, offset, length, position);
+        if (!seeking)
+            stream.position += bytesRead;
+        return bytesRead
+    },
+    write(stream, buffer, offset, length, position, canOwn) {
+        if (length < 0 || position < 0) {
+            throw new FS.ErrnoError(28)
+        }
+        if (FS.isClosed(stream)) {
+            throw new FS.ErrnoError(8)
+        }
+        if ((stream.flags & 2097155) === 0) {
+            throw new FS.ErrnoError(8)
+        }
+        if (FS.isDir(stream.node.mode)) {
+            throw new FS.ErrnoError(31)
+        }
+        if (!stream.stream_ops.write) {
+            throw new FS.ErrnoError(28)
+        }
+        if (stream.seekable && stream.flags & 1024) {
+            FS.llseek(stream, 0, 2)
+        }
+        var seeking = typeof position != "undefined";
+        if (!seeking) {
+            position = stream.position
+        } else if (!stream.seekable) {
+            throw new FS.ErrnoError(70)
+        }
+        var bytesWritten = stream.stream_ops.write(stream, buffer, offset, length, position, canOwn);
+        if (!seeking)
+            stream.position += bytesWritten;
+        return bytesWritten
+    },
+    allocate(stream, offset, length) {
+        if (FS.isClosed(stream)) {
+            throw new FS.ErrnoError(8)
+        }
+        if (offset < 0 || length <= 0) {
+            throw new FS.ErrnoError(28)
+        }
+        if ((stream.flags & 2097155) === 0) {
+            throw new FS.ErrnoError(8)
+        }
+        if (!FS.isFile(stream.node.mode) && !FS.isDir(stream.node.mode)) {
+            throw new FS.ErrnoError(43)
+        }
+        if (!stream.stream_ops.allocate) {
+            throw new FS.ErrnoError(138)
+        }
+        stream.stream_ops.allocate(stream, offset, length)
+    },
+    mmap(stream, length, position, prot, flags) {
+        if ((prot & 2) !== 0 && (flags & 2) === 0 && (stream.flags & 2097155) !== 2) {
+            throw new FS.ErrnoError(2)
+        }
+        if ((stream.flags & 2097155) === 1) {
+            throw new FS.ErrnoError(2)
+        }
+        if (!stream.stream_ops.mmap) {
+            throw new FS.ErrnoError(43)
+        }
+        return stream.stream_ops.mmap(stream, length, position, prot, flags)
+    },
+    msync(stream, buffer, offset, length, mmapFlags) {
+        if (!stream.stream_ops.msync) {
+            return 0
+        }
+        return stream.stream_ops.msync(stream, buffer, offset, length, mmapFlags)
+    },
+    munmap: stream => 0,
+    ioctl(stream, cmd, arg) {
+        if (!stream.stream_ops.ioctl) {
+            throw new FS.ErrnoError(59)
+        }
+        return stream.stream_ops.ioctl(stream, cmd, arg)
+    },
+    readFile(path, opts={}) {
+        opts.flags = opts.flags || 0;
+        opts.encoding = opts.encoding || "binary";
+        if (opts.encoding !== "utf8" && opts.encoding !== "binary") {
+            throw new Error(`Invalid encoding type "${opts.encoding}"`)
+        }
+        var ret;
+        var stream = FS.open(path, opts.flags);
+        var stat = FS.stat(path);
+        var length = stat.size;
+        var buf = new Uint8Array(length);
+        FS.read(stream, buf, 0, length, 0);
+        if (opts.encoding === "utf8") {
+            ret = UTF8ArrayToString(buf, 0)
+        } else if (opts.encoding === "binary") {
+            ret = buf
+        }
+        FS.close(stream);
+        return ret
+    },
+    writeFile(path, data, opts={}) {
+        opts.flags = opts.flags || 577;
+        var stream = FS.open(path, opts.flags, opts.mode);
+        if (typeof data == "string") {
+            var buf = new Uint8Array(lengthBytesUTF8(data) + 1);
+            var actualNumBytes = stringToUTF8Array(data, buf, 0, buf.length);
+            FS.write(stream, buf, 0, actualNumBytes, undefined, opts.canOwn)
+        } else if (ArrayBuffer.isView(data)) {
+            FS.write(stream, data, 0, data.byteLength, undefined, opts.canOwn)
+        } else {
+            throw new Error("Unsupported data type")
+        }
+        FS.close(stream)
+    },
+    cwd: () => FS.currentPath,
+    chdir(path) {
+        var lookup = FS.lookupPath(path, {
+            follow: true
+        });
+        if (lookup.node === null) {
+            throw new FS.ErrnoError(44)
+        }
+        if (!FS.isDir(lookup.node.mode)) {
+            throw new FS.ErrnoError(54)
+        }
+        var errCode = FS.nodePermissions(lookup.node, "x");
+        if (errCode) {
+            throw new FS.ErrnoError(errCode)
+        }
+        FS.currentPath = lookup.path
+    },
+    createDefaultDirectories() {
+        FS.mkdir("/tmp");
+        FS.mkdir("/home");
+        FS.mkdir("/home/web_user")
+    },
+    createDefaultDevices() {
+        FS.mkdir("/dev");
+        FS.registerDevice(FS.makedev(1, 3), {
+            read: () => 0,
+            write: (stream, buffer, offset, length, pos) => length
+        });
+        FS.mkdev("/dev/null", FS.makedev(1, 3));
+        TTY.register(FS.makedev(5, 0), TTY.default_tty_ops);
+        TTY.register(FS.makedev(6, 0), TTY.default_tty1_ops);
+        FS.mkdev("/dev/tty", FS.makedev(5, 0));
+        FS.mkdev("/dev/tty1", FS.makedev(6, 0));
+        var randomBuffer = new Uint8Array(1024)
+          , randomLeft = 0;
+        var randomByte = () => {
+            if (randomLeft === 0) {
+                randomLeft = randomFill(randomBuffer).byteLength
+            }
+            return randomBuffer[--randomLeft]
+        }
+        ;
+        FS.createDevice("/dev", "random", randomByte);
+        FS.createDevice("/dev", "urandom", randomByte);
+        FS.mkdir("/dev/shm");
+        FS.mkdir("/dev/shm/tmp")
+    },
+    createSpecialDirectories() {
+        FS.mkdir("/proc");
+        var proc_self = FS.mkdir("/proc/self");
+        FS.mkdir("/proc/self/fd");
+        FS.mount({
+            mount() {
+                var node = FS.createNode(proc_self, "fd", 16384 | 511, 73);
+                node.node_ops = {
+                    lookup(parent, name) {
+                        var fd = +name;
+                        var stream = FS.getStreamChecked(fd);
+                        var ret = {
+                            parent: null,
+                            mount: {
+                                mountpoint: "fake"
+                            },
+                            node_ops: {
+                                readlink: () => stream.path
+                            }
+                        };
+                        ret.parent = ret;
+                        return ret
+                    }
+                };
+                return node
+            }
+        }, {}, "/proc/self/fd")
+    },
+    createStandardStreams() {
+        if (Module["stdin"]) {
+            FS.createDevice("/dev", "stdin", Module["stdin"])
+        } else {
+            FS.symlink("/dev/tty", "/dev/stdin")
+        }
+        if (Module["stdout"]) {
+            FS.createDevice("/dev", "stdout", null, Module["stdout"])
+        } else {
+            FS.symlink("/dev/tty", "/dev/stdout")
+        }
+        if (Module["stderr"]) {
+            FS.createDevice("/dev", "stderr", null, Module["stderr"])
+        } else {
+            FS.symlink("/dev/tty1", "/dev/stderr")
+        }
+        var stdin = FS.open("/dev/stdin", 0);
+        var stdout = FS.open("/dev/stdout", 1);
+        var stderr = FS.open("/dev/stderr", 1)
+    },
+    staticInit() {
+        [44].forEach(code => {
+            FS.genericErrors[code] = new FS.ErrnoError(code);
+            FS.genericErrors[code].stack = "<generic error, no stack>"
+        }
+        );
+        FS.nameTable = new Array(4096);
+        FS.mount(MEMFS, {}, "/");
+        FS.createDefaultDirectories();
+        FS.createDefaultDevices();
+        FS.createSpecialDirectories();
+        FS.filesystems = {
+            "MEMFS": MEMFS
+        }
+    },
+    init(input, output, error) {
+        FS.init.initialized = true;
+        Module["stdin"] = input || Module["stdin"];
+        Module["stdout"] = output || Module["stdout"];
+        Module["stderr"] = error || Module["stderr"];
+        FS.createStandardStreams()
+    },
+    quit() {
+        FS.init.initialized = false;
+        for (var i = 0; i < FS.streams.length; i++) {
+            var stream = FS.streams[i];
+            if (!stream) {
+                continue
+            }
+            FS.close(stream)
+        }
+    },
+    findObject(path, dontResolveLastLink) {
+        var ret = FS.analyzePath(path, dontResolveLastLink);
+        if (!ret.exists) {
+            return null
+        }
+        return ret.object
+    },
+    analyzePath(path, dontResolveLastLink) {
+        try {
+            var lookup = FS.lookupPath(path, {
+                follow: !dontResolveLastLink
+            });
+            path = lookup.path
+        } catch (e) {}
+        var ret = {
+            isRoot: false,
+            exists: false,
+            error: 0,
+            name: null,
+            path: null,
+            object: null,
+            parentExists: false,
+            parentPath: null,
+            parentObject: null
+        };
+        try {
+            var lookup = FS.lookupPath(path, {
+                parent: true
+            });
+            ret.parentExists = true;
+            ret.parentPath = lookup.path;
+            ret.parentObject = lookup.node;
+            ret.name = PATH.basename(path);
+            lookup = FS.lookupPath(path, {
+                follow: !dontResolveLastLink
+            });
+            ret.exists = true;
+            ret.path = lookup.path;
+            ret.object = lookup.node;
+            ret.name = lookup.node.name;
+            ret.isRoot = lookup.path === "/"
+        } catch (e) {
+            ret.error = e.errno
+        }
+        return ret
+    },
+    createPath(parent, path, canRead, canWrite) {
+        parent = typeof parent == "string" ? parent : FS.getPath(parent);
+        var parts = path.split("/").reverse();
+        while (parts.length) {
+            var part = parts.pop();
+            if (!part)
+                continue;
+            var current = PATH.join2(parent, part);
+            try {
+                FS.mkdir(current)
+            } catch (e) {}
+            parent = current
+        }
+        return current
+    },
+    createFile(parent, name, properties, canRead, canWrite) {
+        var path = PATH.join2(typeof parent == "string" ? parent : FS.getPath(parent), name);
+        var mode = FS_getMode(canRead, canWrite);
+        return FS.create(path, mode)
+    },
+    createDataFile(parent, name, data, canRead, canWrite, canOwn) {
+        var path = name;
+        if (parent) {
+            parent = typeof parent == "string" ? parent : FS.getPath(parent);
+            path = name ? PATH.join2(parent, name) : parent
+        }
+        var mode = FS_getMode(canRead, canWrite);
+        var node = FS.create(path, mode);
+        if (data) {
+            if (typeof data == "string") {
+                var arr = new Array(data.length);
+                for (var i = 0, len = data.length; i < len; ++i)
+                    arr[i] = data.charCodeAt(i);
+                data = arr
+            }
+            FS.chmod(node, mode | 146);
+            var stream = FS.open(node, 577);
+            FS.write(stream, data, 0, data.length, 0, canOwn);
+            FS.close(stream);
+            FS.chmod(node, mode)
+        }
+    },
+    createDevice(parent, name, input, output) {
+        var path = PATH.join2(typeof parent == "string" ? parent : FS.getPath(parent), name);
+        var mode = FS_getMode(!!input, !!output);
+        if (!FS.createDevice.major)
+            FS.createDevice.major = 64;
+        var dev = FS.makedev(FS.createDevice.major++, 0);
+        FS.registerDevice(dev, {
+            open(stream) {
+                stream.seekable = false
+            },
+            close(stream) {
+                if (output?.buffer?.length) {
+                    output(10)
+                }
+            },
+            read(stream, buffer, offset, length, pos) {
+                var bytesRead = 0;
+                for (var i = 0; i < length; i++) {
+                    var result;
+                    try {
+                        result = input()
+                    } catch (e) {
+                        throw new FS.ErrnoError(29)
+                    }
+                    if (result === undefined && bytesRead === 0) {
+                        throw new FS.ErrnoError(6)
+                    }
+                    if (result === null || result === undefined)
+                        break;
+                    bytesRead++;
+                    buffer[offset + i] = result
+                }
+                if (bytesRead) {
+                    stream.node.timestamp = Date.now()
+                }
+                return bytesRead
+            },
+            write(stream, buffer, offset, length, pos) {
+                for (var i = 0; i < length; i++) {
+                    try {
+                        output(buffer[offset + i])
+                    } catch (e) {
+                        throw new FS.ErrnoError(29)
+                    }
+                }
+                if (length) {
+                    stream.node.timestamp = Date.now()
+                }
+                return i
+            }
+        });
+        return FS.mkdev(path, mode, dev)
+    },
+    forceLoadFile(obj) {
+        if (obj.isDevice || obj.isFolder || obj.link || obj.contents)
+            return true;
+        if (typeof XMLHttpRequest != "undefined") {
+            throw new Error("Lazy loading should have been performed (contents set) in createLazyFile, but it was not. Lazy loading only works in web workers. Use --embed-file or --preload-file in emcc on the main thread.")
+        } else if (read_) {
+            try {
+                obj.contents = intArrayFromString(read_(obj.url), true);
+                obj.usedBytes = obj.contents.length
+            } catch (e) {
+                throw new FS.ErrnoError(29)
+            }
+        } else {
+            throw new Error("Cannot load without read() or XMLHttpRequest.")
+        }
+    },
+    createLazyFile(parent, name, url, canRead, canWrite) {
+        function LazyUint8Array() {
+            this.lengthKnown = false;
+            this.chunks = []
+        }
+        LazyUint8Array.prototype.get = function LazyUint8Array_get(idx) {
+            if (idx > this.length - 1 || idx < 0) {
+                return undefined
+            }
+            var chunkOffset = idx % this.chunkSize;
+            var chunkNum = idx / this.chunkSize | 0;
+            return this.getter(chunkNum)[chunkOffset]
+        }
+        ;
+        LazyUint8Array.prototype.setDataGetter = function LazyUint8Array_setDataGetter(getter) {
+            this.getter = getter
+        }
+        ;
+        LazyUint8Array.prototype.cacheLength = function LazyUint8Array_cacheLength() {
+            var xhr = new XMLHttpRequest;
+            xhr.open("HEAD", url, false);
+            xhr.send(null);
+            if (!(xhr.status >= 200 && xhr.status < 300 || xhr.status === 304))
+                throw new Error("Couldn't load " + url + ". Status: " + xhr.status);
+            var datalength = Number(xhr.getResponseHeader("Content-length"));
+            var header;
+            var hasByteServing = (header = xhr.getResponseHeader("Accept-Ranges")) && header === "bytes";
+            var usesGzip = (header = xhr.getResponseHeader("Content-Encoding")) && header === "gzip";
+            var chunkSize = 1024 * 1024;
+            if (!hasByteServing)
+                chunkSize = datalength;
+            var doXHR = (from, to) => {
+                if (from > to)
+                    throw new Error("invalid range (" + from + ", " + to + ") or no bytes requested!");
+                if (to > datalength - 1)
+                    throw new Error("only " + datalength + " bytes available! programmer error!");
+                var xhr = new XMLHttpRequest;
+                xhr.open("GET", url, false);
+                if (datalength !== chunkSize)
+                    xhr.setRequestHeader("Range", "bytes=" + from + "-" + to);
+                xhr.responseType = "arraybuffer";
+                if (xhr.overrideMimeType) {
+                    xhr.overrideMimeType("text/plain; charset=x-user-defined")
+                }
+                xhr.send(null);
+                if (!(xhr.status >= 200 && xhr.status < 300 || xhr.status === 304))
+                    throw new Error("Couldn't load " + url + ". Status: " + xhr.status);
+                if (xhr.response !== undefined) {
+                    return new Uint8Array(xhr.response || [])
+                }
+                return intArrayFromString(xhr.responseText || "", true)
+            }
+            ;
+            var lazyArray = this;
+            lazyArray.setDataGetter(chunkNum => {
+                var start = chunkNum * chunkSize;
+                var end = (chunkNum + 1) * chunkSize - 1;
+                end = Math.min(end, datalength - 1);
+                if (typeof lazyArray.chunks[chunkNum] == "undefined") {
+                    lazyArray.chunks[chunkNum] = doXHR(start, end)
+                }
+                if (typeof lazyArray.chunks[chunkNum] == "undefined")
+                    throw new Error("doXHR failed!");
+                return lazyArray.chunks[chunkNum]
+            }
+            );
+            if (usesGzip || !datalength) {
+                chunkSize = datalength = 1;
+                datalength = this.getter(0).length;
+                chunkSize = datalength;
+                out("LazyFiles on gzip forces download of the whole file when length is accessed")
+            }
+            this._length = datalength;
+            this._chunkSize = chunkSize;
+            this.lengthKnown = true
+        }
+        ;
+        if (typeof XMLHttpRequest != "undefined") {
+            if (!ENVIRONMENT_IS_WORKER)
+                throw "Cannot do synchronous binary XHRs outside webworkers in modern browsers. Use --embed-file or --preload-file in emcc";
+            var lazyArray = new LazyUint8Array;
+            Object.defineProperties(lazyArray, {
+                length: {
+                    get: function() {
+                        if (!this.lengthKnown) {
+                            this.cacheLength()
+                        }
+                        return this._length
+                    }
+                },
+                chunkSize: {
+                    get: function() {
+                        if (!this.lengthKnown) {
+                            this.cacheLength()
+                        }
+                        return this._chunkSize
+                    }
+                }
+            });
+            var properties = {
+                isDevice: false,
+                contents: lazyArray
+            }
+        } else {
+            var properties = {
+                isDevice: false,
+                url: url
+            }
+        }
+        var node = FS.createFile(parent, name, properties, canRead, canWrite);
+        if (properties.contents) {
+            node.contents = properties.contents
+        } else if (properties.url) {
+            node.contents = null;
+            node.url = properties.url
+        }
+        Object.defineProperties(node, {
+            usedBytes: {
+                get: function() {
+                    return this.contents.length
+                }
+            }
+        });
+        var stream_ops = {};
+        var keys = Object.keys(node.stream_ops);
+        keys.forEach(key => {
+            var fn = node.stream_ops[key];
+            stream_ops[key] = function forceLoadLazyFile() {
+                FS.forceLoadFile(node);
+                return fn.apply(null, arguments)
+            }
+        }
+        );
+        function writeChunks(stream, buffer, offset, length, position) {
+            var contents = stream.node.contents;
+            if (position >= contents.length)
+                return 0;
+            var size = Math.min(contents.length - position, length);
+            if (contents.slice) {
+                for (var i = 0; i < size; i++) {
+                    buffer[offset + i] = contents[position + i]
+                }
+            } else {
+                for (var i = 0; i < size; i++) {
+                    buffer[offset + i] = contents.get(position + i)
+                }
+            }
+            return size
+        }
+        stream_ops.read = (stream, buffer, offset, length, position) => {
+            FS.forceLoadFile(node);
+            return writeChunks(stream, buffer, offset, length, position)
+        }
+        ;
+        stream_ops.mmap = (stream, length, position, prot, flags) => {
+            FS.forceLoadFile(node);
+            var ptr = mmapAlloc(length);
+            if (!ptr) {
+                throw new FS.ErrnoError(48)
+            }
+            writeChunks(stream, HEAP8, ptr, length, position);
+            return {
+                ptr: ptr,
+                allocated: true
+            }
+        }
+        ;
+        node.stream_ops = stream_ops;
+        return node
+    }
+};
+var UTF8ToString = (ptr, maxBytesToRead) => ptr ? UTF8ArrayToString(HEAPU8, ptr, maxBytesToRead) : "";
+var SYSCALLS = {
+    DEFAULT_POLLMASK: 5,
+    calculateAt(dirfd, path, allowEmpty) {
+        if (PATH.isAbs(path)) {
+            return path
+        }
+        var dir;
+        if (dirfd === -100) {
+            dir = FS.cwd()
+        } else {
+            var dirstream = SYSCALLS.getStreamFromFD(dirfd);
+            dir = dirstream.path
+        }
+        if (path.length == 0) {
+            if (!allowEmpty) {
+                throw new FS.ErrnoError(44)
+            }
+            return dir
+        }
+        return PATH.join2(dir, path)
+    },
+    doStat(func, path, buf) {
+        var stat = func(path);
+        HEAP32[buf >> 2] = stat.dev;
+        HEAP32[buf + 4 >> 2] = stat.mode;
+        HEAPU32[buf + 8 >> 2] = stat.nlink;
+        HEAP32[buf + 12 >> 2] = stat.uid;
+        HEAP32[buf + 16 >> 2] = stat.gid;
+        HEAP32[buf + 20 >> 2] = stat.rdev;
+        tempI64 = [stat.size >>> 0, (tempDouble = stat.size,
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[buf + 24 >> 2] = tempI64[0],
+        HEAP32[buf + 28 >> 2] = tempI64[1];
+        HEAP32[buf + 32 >> 2] = 4096;
+        HEAP32[buf + 36 >> 2] = stat.blocks;
+        var atime = stat.atime.getTime();
+        var mtime = stat.mtime.getTime();
+        var ctime = stat.ctime.getTime();
+        tempI64 = [Math.floor(atime / 1e3) >>> 0, (tempDouble = Math.floor(atime / 1e3),
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[buf + 40 >> 2] = tempI64[0],
+        HEAP32[buf + 44 >> 2] = tempI64[1];
+        HEAPU32[buf + 48 >> 2] = atime % 1e3 * 1e3;
+        tempI64 = [Math.floor(mtime / 1e3) >>> 0, (tempDouble = Math.floor(mtime / 1e3),
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[buf + 56 >> 2] = tempI64[0],
+        HEAP32[buf + 60 >> 2] = tempI64[1];
+        HEAPU32[buf + 64 >> 2] = mtime % 1e3 * 1e3;
+        tempI64 = [Math.floor(ctime / 1e3) >>> 0, (tempDouble = Math.floor(ctime / 1e3),
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[buf + 72 >> 2] = tempI64[0],
+        HEAP32[buf + 76 >> 2] = tempI64[1];
+        HEAPU32[buf + 80 >> 2] = ctime % 1e3 * 1e3;
+        tempI64 = [stat.ino >>> 0, (tempDouble = stat.ino,
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[buf + 88 >> 2] = tempI64[0],
+        HEAP32[buf + 92 >> 2] = tempI64[1];
+        return 0
+    },
+    doMsync(addr, stream, len, flags, offset) {
+        if (!FS.isFile(stream.node.mode)) {
+            throw new FS.ErrnoError(43)
+        }
+        if (flags & 2) {
+            return 0
+        }
+        var buffer = HEAPU8.slice(addr, addr + len);
+        FS.msync(stream, buffer, offset, len, flags)
+    },
+    varargs: undefined,
+    get() {
+        var ret = HEAP32[+SYSCALLS.varargs >> 2];
+        SYSCALLS.varargs += 4;
+        return ret
+    },
+    getp() {
+        return SYSCALLS.get()
+    },
+    getStr(ptr) {
+        var ret = UTF8ToString(ptr);
+        return ret
+    },
+    getStreamFromFD(fd) {
+        var stream = FS.getStreamChecked(fd);
+        return stream
+    }
+};
+function ___syscall_fcntl64(fd, cmd, varargs) {
+    SYSCALLS.varargs = varargs;
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        switch (cmd) {
+        case 0:
+            {
+                var arg = SYSCALLS.get();
+                if (arg < 0) {
+                    return -28
+                }
+                while (FS.streams[arg]) {
+                    arg++
+                }
+                var newStream;
+                newStream = FS.createStream(stream, arg);
+                return newStream.fd
+            }
+        case 1:
+        case 2:
+            return 0;
+        case 3:
+            return stream.flags;
+        case 4:
+            {
+                var arg = SYSCALLS.get();
+                stream.flags |= arg;
+                return 0
+            }
+        case 12:
+            {
+                var arg = SYSCALLS.getp();
+                var offset = 0;
+                HEAP16[arg + offset >> 1] = 2;
+                return 0
+            }
+        case 13:
+        case 14:
+            return 0
+        }
+        return -28
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_fstat64(fd, buf) {
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        return SYSCALLS.doStat(FS.stat, stream.path, buf)
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+var stringToUTF8 = (str, outPtr, maxBytesToWrite) => stringToUTF8Array(str, HEAPU8, outPtr, maxBytesToWrite);
+function ___syscall_getcwd(buf, size) {
+    try {
+        if (size === 0)
+            return -28;
+        var cwd = FS.cwd();
+        var cwdLengthInBytes = lengthBytesUTF8(cwd) + 1;
+        if (size < cwdLengthInBytes)
+            return -68;
+        stringToUTF8(cwd, buf, size);
+        return cwdLengthInBytes
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_getdents64(fd, dirp, count) {
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        stream.getdents ||= FS.readdir(stream.path);
+        var struct_size = 280;
+        var pos = 0;
+        var off = FS.llseek(stream, 0, 1);
+        var idx = Math.floor(off / struct_size);
+        while (idx < stream.getdents.length && pos + struct_size <= count) {
+            var id;
+            var type;
+            var name = stream.getdents[idx];
+            if (name === ".") {
+                id = stream.node.id;
+                type = 4
+            } else if (name === "..") {
+                var lookup = FS.lookupPath(stream.path, {
+                    parent: true
+                });
+                id = lookup.node.id;
+                type = 4
+            } else {
+                var child = FS.lookupNode(stream.node, name);
+                id = child.id;
+                type = FS.isChrdev(child.mode) ? 2 : FS.isDir(child.mode) ? 4 : FS.isLink(child.mode) ? 10 : 8
+            }
+            tempI64 = [id >>> 0, (tempDouble = id,
+            +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+            HEAP32[dirp + pos >> 2] = tempI64[0],
+            HEAP32[dirp + pos + 4 >> 2] = tempI64[1];
+            tempI64 = [(idx + 1) * struct_size >>> 0, (tempDouble = (idx + 1) * struct_size,
+            +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+            HEAP32[dirp + pos + 8 >> 2] = tempI64[0],
+            HEAP32[dirp + pos + 12 >> 2] = tempI64[1];
+            HEAP16[dirp + pos + 16 >> 1] = 280;
+            HEAP8[dirp + pos + 18 >> 0] = type;
+            stringToUTF8(name, dirp + pos + 19, 256);
+            pos += struct_size;
+            idx += 1
+        }
+        FS.llseek(stream, idx * struct_size, 0);
+        return pos
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_ioctl(fd, op, varargs) {
+    SYSCALLS.varargs = varargs;
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        switch (op) {
+        case 21509:
+            {
+                if (!stream.tty)
+                    return -59;
+                return 0
+            }
+        case 21505:
+            {
+                if (!stream.tty)
+                    return -59;
+                if (stream.tty.ops.ioctl_tcgets) {
+                    var termios = stream.tty.ops.ioctl_tcgets(stream);
+                    var argp = SYSCALLS.getp();
+                    HEAP32[argp >> 2] = termios.c_iflag || 0;
+                    HEAP32[argp + 4 >> 2] = termios.c_oflag || 0;
+                    HEAP32[argp + 8 >> 2] = termios.c_cflag || 0;
+                    HEAP32[argp + 12 >> 2] = termios.c_lflag || 0;
+                    for (var i = 0; i < 32; i++) {
+                        HEAP8[argp + i + 17 >> 0] = termios.c_cc[i] || 0
+                    }
+                    return 0
+                }
+                return 0
+            }
+        case 21510:
+        case 21511:
+        case 21512:
+            {
+                if (!stream.tty)
+                    return -59;
+                return 0
+            }
+        case 21506:
+        case 21507:
+        case 21508:
+            {
+                if (!stream.tty)
+                    return -59;
+                if (stream.tty.ops.ioctl_tcsets) {
+                    var argp = SYSCALLS.getp();
+                    var c_iflag = HEAP32[argp >> 2];
+                    var c_oflag = HEAP32[argp + 4 >> 2];
+                    var c_cflag = HEAP32[argp + 8 >> 2];
+                    var c_lflag = HEAP32[argp + 12 >> 2];
+                    var c_cc = [];
+                    for (var i = 0; i < 32; i++) {
+                        c_cc.push(HEAP8[argp + i + 17 >> 0])
+                    }
+                    return stream.tty.ops.ioctl_tcsets(stream.tty, op, {
+                        c_iflag: c_iflag,
+                        c_oflag: c_oflag,
+                        c_cflag: c_cflag,
+                        c_lflag: c_lflag,
+                        c_cc: c_cc
+                    })
+                }
+                return 0
+            }
+        case 21519:
+            {
+                if (!stream.tty)
+                    return -59;
+                var argp = SYSCALLS.getp();
+                HEAP32[argp >> 2] = 0;
+                return 0
+            }
+        case 21520:
+            {
+                if (!stream.tty)
+                    return -59;
+                return -28
+            }
+        case 21531:
+            {
+                var argp = SYSCALLS.getp();
+                return FS.ioctl(stream, op, argp)
+            }
+        case 21523:
+            {
+                if (!stream.tty)
+                    return -59;
+                if (stream.tty.ops.ioctl_tiocgwinsz) {
+                    var winsize = stream.tty.ops.ioctl_tiocgwinsz(stream.tty);
+                    var argp = SYSCALLS.getp();
+                    HEAP16[argp >> 1] = winsize[0];
+                    HEAP16[argp + 2 >> 1] = winsize[1]
+                }
+                return 0
+            }
+        case 21524:
+            {
+                if (!stream.tty)
+                    return -59;
+                return 0
+            }
+        case 21515:
+            {
+                if (!stream.tty)
+                    return -59;
+                return 0
+            }
+        default:
+            return -28
+        }
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_lstat64(path, buf) {
+    try {
+        path = SYSCALLS.getStr(path);
+        return SYSCALLS.doStat(FS.lstat, path, buf)
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_mkdirat(dirfd, path, mode) {
+    try {
+        path = SYSCALLS.getStr(path);
+        path = SYSCALLS.calculateAt(dirfd, path);
+        path = PATH.normalize(path);
+        if (path[path.length - 1] === "/")
+            path = path.substr(0, path.length - 1);
+        FS.mkdir(path, mode, 0);
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_newfstatat(dirfd, path, buf, flags) {
+    try {
+        path = SYSCALLS.getStr(path);
+        var nofollow = flags & 256;
+        var allowEmpty = flags & 4096;
+        flags = flags & ~6400;
+        path = SYSCALLS.calculateAt(dirfd, path, allowEmpty);
+        return SYSCALLS.doStat(nofollow ? FS.lstat : FS.stat, path, buf)
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_openat(dirfd, path, flags, varargs) {
+    SYSCALLS.varargs = varargs;
+    try {
+        path = SYSCALLS.getStr(path);
+        path = SYSCALLS.calculateAt(dirfd, path);
+        var mode = varargs ? SYSCALLS.get() : 0;
+        return FS.open(path, flags, mode).fd
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_readlinkat(dirfd, path, buf, bufsize) {
+    try {
+        path = SYSCALLS.getStr(path);
+        path = SYSCALLS.calculateAt(dirfd, path);
+        if (bufsize <= 0)
+            return -28;
+        var ret = FS.readlink(path);
+        var len = Math.min(bufsize, lengthBytesUTF8(ret));
+        var endChar = HEAP8[buf + len];
+        stringToUTF8(ret, buf, bufsize + 1);
+        HEAP8[buf + len] = endChar;
+        return len
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_rmdir(path) {
+    try {
+        path = SYSCALLS.getStr(path);
+        FS.rmdir(path);
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_stat64(path, buf) {
+    try {
+        path = SYSCALLS.getStr(path);
+        return SYSCALLS.doStat(FS.stat, path, buf)
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function ___syscall_unlinkat(dirfd, path, flags) {
+    try {
+        path = SYSCALLS.getStr(path);
+        path = SYSCALLS.calculateAt(dirfd, path);
+        if (flags === 0) {
+            FS.unlink(path)
+        } else if (flags === 512) {
+            FS.rmdir(path)
+        } else {
+            abort("Invalid flags passed to unlinkat")
+        }
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+var nowIsMonotonic = 1;
+var __emscripten_get_now_is_monotonic = () => nowIsMonotonic;
+var convertI32PairToI53Checked = (lo, hi) => hi + 2097152 >>> 0 < 4194305 - !!lo ? (lo >>> 0) + hi * 4294967296 : NaN;
+function __gmtime_js(time_low, time_high, tmPtr) {
+    var time = convertI32PairToI53Checked(time_low, time_high);
+    var date = new Date(time * 1e3);
+    HEAP32[tmPtr >> 2] = date.getUTCSeconds();
+    HEAP32[tmPtr + 4 >> 2] = date.getUTCMinutes();
+    HEAP32[tmPtr + 8 >> 2] = date.getUTCHours();
+    HEAP32[tmPtr + 12 >> 2] = date.getUTCDate();
+    HEAP32[tmPtr + 16 >> 2] = date.getUTCMonth();
+    HEAP32[tmPtr + 20 >> 2] = date.getUTCFullYear() - 1900;
+    HEAP32[tmPtr + 24 >> 2] = date.getUTCDay();
+    var start = Date.UTC(date.getUTCFullYear(), 0, 1, 0, 0, 0, 0);
+    var yday = (date.getTime() - start) / (1e3 * 60 * 60 * 24) | 0;
+    HEAP32[tmPtr + 28 >> 2] = yday
+}
+var isLeapYear = year => year % 4 === 0 && (year % 100 !== 0 || year % 400 === 0);
+var MONTH_DAYS_LEAP_CUMULATIVE = [0, 31, 60, 91, 121, 152, 182, 213, 244, 274, 305, 335];
+var MONTH_DAYS_REGULAR_CUMULATIVE = [0, 31, 59, 90, 120, 151, 181, 212, 243, 273, 304, 334];
+var ydayFromDate = date => {
+    var leap = isLeapYear(date.getFullYear());
+    var monthDaysCumulative = leap ? MONTH_DAYS_LEAP_CUMULATIVE : MONTH_DAYS_REGULAR_CUMULATIVE;
+    var yday = monthDaysCumulative[date.getMonth()] + date.getDate() - 1;
+    return yday
+}
+;
+function __localtime_js(time_low, time_high, tmPtr) {
+    var time = convertI32PairToI53Checked(time_low, time_high);
+    var date = new Date(time * 1e3);
+    HEAP32[tmPtr >> 2] = date.getSeconds();
+    HEAP32[tmPtr + 4 >> 2] = date.getMinutes();
+    HEAP32[tmPtr + 8 >> 2] = date.getHours();
+    HEAP32[tmPtr + 12 >> 2] = date.getDate();
+    HEAP32[tmPtr + 16 >> 2] = date.getMonth();
+    HEAP32[tmPtr + 20 >> 2] = date.getFullYear() - 1900;
+    HEAP32[tmPtr + 24 >> 2] = date.getDay();
+    var yday = ydayFromDate(date) | 0;
+    HEAP32[tmPtr + 28 >> 2] = yday;
+    HEAP32[tmPtr + 36 >> 2] = -(date.getTimezoneOffset() * 60);
+    var start = new Date(date.getFullYear(),0,1);
+    var summerOffset = new Date(date.getFullYear(),6,1).getTimezoneOffset();
+    var winterOffset = start.getTimezoneOffset();
+    var dst = (summerOffset != winterOffset && date.getTimezoneOffset() == Math.min(winterOffset, summerOffset)) | 0;
+    HEAP32[tmPtr + 32 >> 2] = dst
+}
+var __mktime_js = function(tmPtr) {
+    var ret = ( () => {
+        var date = new Date(HEAP32[tmPtr + 20 >> 2] + 1900,HEAP32[tmPtr + 16 >> 2],HEAP32[tmPtr + 12 >> 2],HEAP32[tmPtr + 8 >> 2],HEAP32[tmPtr + 4 >> 2],HEAP32[tmPtr >> 2],0);
+        var dst = HEAP32[tmPtr + 32 >> 2];
+        var guessedOffset = date.getTimezoneOffset();
+        var start = new Date(date.getFullYear(),0,1);
+        var summerOffset = new Date(date.getFullYear(),6,1).getTimezoneOffset();
+        var winterOffset = start.getTimezoneOffset();
+        var dstOffset = Math.min(winterOffset, summerOffset);
+        if (dst < 0) {
+            HEAP32[tmPtr + 32 >> 2] = Number(summerOffset != winterOffset && dstOffset == guessedOffset)
+        } else if (dst > 0 != (dstOffset == guessedOffset)) {
+            var nonDstOffset = Math.max(winterOffset, summerOffset);
+            var trueOffset = dst > 0 ? dstOffset : nonDstOffset;
+            date.setTime(date.getTime() + (trueOffset - guessedOffset) * 6e4)
+        }
+        HEAP32[tmPtr + 24 >> 2] = date.getDay();
+        var yday = ydayFromDate(date) | 0;
+        HEAP32[tmPtr + 28 >> 2] = yday;
+        HEAP32[tmPtr >> 2] = date.getSeconds();
+        HEAP32[tmPtr + 4 >> 2] = date.getMinutes();
+        HEAP32[tmPtr + 8 >> 2] = date.getHours();
+        HEAP32[tmPtr + 12 >> 2] = date.getDate();
+        HEAP32[tmPtr + 16 >> 2] = date.getMonth();
+        HEAP32[tmPtr + 20 >> 2] = date.getYear();
+        var timeMs = date.getTime();
+        if (isNaN(timeMs)) {
+            return -1
+        }
+        return timeMs / 1e3
+    }
+    )();
+    return setTempRet0((tempDouble = ret,
+    +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)),
+    ret >>> 0
+};
+function __mmap_js(len, prot, flags, fd, offset_low, offset_high, allocated, addr) {
+    var offset = convertI32PairToI53Checked(offset_low, offset_high);
+    try {
+        if (isNaN(offset))
+            return 61;
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        var res = FS.mmap(stream, len, offset, prot, flags);
+        var ptr = res.ptr;
+        HEAP32[allocated >> 2] = res.allocated;
+        HEAPU32[addr >> 2] = ptr;
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+function __munmap_js(addr, len, prot, flags, fd, offset_low, offset_high) {
+    var offset = convertI32PairToI53Checked(offset_low, offset_high);
+    try {
+        if (isNaN(offset))
+            return 61;
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        if (prot & 2) {
+            SYSCALLS.doMsync(addr, stream, len, flags, offset)
+        }
+        FS.munmap(stream)
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return -e.errno
+    }
+}
+var stringToNewUTF8 = str => {
+    var size = lengthBytesUTF8(str) + 1;
+    var ret = _malloc(size);
+    if (ret)
+        stringToUTF8(str, ret, size);
+    return ret
+}
+;
+var __tzset_js = (timezone, daylight, tzname) => {
+    var currentYear = (new Date).getFullYear();
+    var winter = new Date(currentYear,0,1);
+    var summer = new Date(currentYear,6,1);
+    var winterOffset = winter.getTimezoneOffset();
+    var summerOffset = summer.getTimezoneOffset();
+    var stdTimezoneOffset = Math.max(winterOffset, summerOffset);
+    HEAPU32[timezone >> 2] = stdTimezoneOffset * 60;
+    HEAP32[daylight >> 2] = Number(winterOffset != summerOffset);
+    function extractZone(date) {
+        var match = date.toTimeString().match(/\(([A-Za-z ]+)\)$/);
+        return match ? match[1] : "GMT"
+    }
+    var winterName = extractZone(winter);
+    var summerName = extractZone(summer);
+    var winterNamePtr = stringToNewUTF8(winterName);
+    var summerNamePtr = stringToNewUTF8(summerName);
+    if (summerOffset < winterOffset) {
+        HEAPU32[tzname >> 2] = winterNamePtr;
+        HEAPU32[tzname + 4 >> 2] = summerNamePtr
+    } else {
+        HEAPU32[tzname >> 2] = summerNamePtr;
+        HEAPU32[tzname + 4 >> 2] = winterNamePtr
+    }
+}
+;
+var _abort = () => {
+    abort("")
+}
+;
+var readEmAsmArgsArray = [];
+var readEmAsmArgs = (sigPtr, buf) => {
+    readEmAsmArgsArray.length = 0;
+    var ch;
+    while (ch = HEAPU8[sigPtr++]) {
+        var wide = ch != 105;
+        wide &= ch != 112;
+        buf += wide && buf % 8 ? 4 : 0;
+        readEmAsmArgsArray.push(ch == 112 ? HEAPU32[buf >> 2] : ch == 105 ? HEAP32[buf >> 2] : HEAPF64[buf >> 3]);
+        buf += wide ? 8 : 4
+    }
+    return readEmAsmArgsArray
+}
+;
+var runEmAsmFunction = (code, sigPtr, argbuf) => {
+    var args = readEmAsmArgs(sigPtr, argbuf);
+    return ASM_CONSTS[code].apply(null, args)
+}
+;
+var _emscripten_asm_const_int = (code, sigPtr, argbuf) => runEmAsmFunction(code, sigPtr, argbuf);
+var _emscripten_date_now = () => Date.now();
+var getHeapMax = () => 2147483648;
+var _emscripten_get_heap_max = () => getHeapMax();
+var _emscripten_get_now;
+_emscripten_get_now = () => performance.now();
+var _emscripten_memcpy_js = (dest, src, num) => HEAPU8.copyWithin(dest, src, src + num);
+var growMemory = size => {
+    var b = wasmMemory.buffer;
+    var pages = (size - b.byteLength + 65535) / 65536;
+    try {
+        wasmMemory.grow(pages);
+        updateMemoryViews();
+        return 1
+    } catch (e) {}
+}
+;
+var _emscripten_resize_heap = requestedSize => {
+    var oldSize = HEAPU8.length;
+    requestedSize >>>= 0;
+    var maxHeapSize = getHeapMax();
+    if (requestedSize > maxHeapSize) {
+        return false
+    }
+    var alignUp = (x, multiple) => x + (multiple - x % multiple) % multiple;
+    for (var cutDown = 1; cutDown <= 4; cutDown *= 2) {
+        var overGrownHeapSize = oldSize * (1 + .2 / cutDown);
+        overGrownHeapSize = Math.min(overGrownHeapSize, requestedSize + 100663296);
+        var newSize = Math.min(maxHeapSize, alignUp(Math.max(requestedSize, overGrownHeapSize), 65536));
+        var replacement = growMemory(newSize);
+        if (replacement) {
+            return true
+        }
+    }
+    return false
+}
+;
+var ENV = {};
+var getExecutableName = () => thisProgram || "./this.program";
+var getEnvStrings = () => {
+    if (!getEnvStrings.strings) {
+        var lang = (typeof navigator == "object" && navigator.languages && navigator.languages[0] || "C").replace("-", "_") + ".UTF-8";
+        var env = {
+            "USER": "web_user",
+            "LOGNAME": "web_user",
+            "PATH": "/",
+            "PWD": "/",
+            "HOME": "/home/web_user",
+            "LANG": lang,
+            "_": getExecutableName()
+        };
+        for (var x in ENV) {
+            if (ENV[x] === undefined)
+                delete env[x];
+            else
+                env[x] = ENV[x]
+        }
+        var strings = [];
+        for (var x in env) {
+            strings.push(`${x}=${env[x]}`)
+        }
+        getEnvStrings.strings = strings
+    }
+    return getEnvStrings.strings
+}
+;
+var stringToAscii = (str, buffer) => {
+    for (var i = 0; i < str.length; ++i) {
+        HEAP8[buffer++ >> 0] = str.charCodeAt(i)
+    }
+    HEAP8[buffer >> 0] = 0
+}
+;
+var _environ_get = (__environ, environ_buf) => {
+    var bufSize = 0;
+    getEnvStrings().forEach( (string, i) => {
+        var ptr = environ_buf + bufSize;
+        HEAPU32[__environ + i * 4 >> 2] = ptr;
+        stringToAscii(string, ptr);
+        bufSize += string.length + 1
+    }
+    );
+    return 0
+}
+;
+var _environ_sizes_get = (penviron_count, penviron_buf_size) => {
+    var strings = getEnvStrings();
+    HEAPU32[penviron_count >> 2] = strings.length;
+    var bufSize = 0;
+    strings.forEach(string => bufSize += string.length + 1);
+    HEAPU32[penviron_buf_size >> 2] = bufSize;
+    return 0
+}
+;
+var runtimeKeepaliveCounter = 0;
+var keepRuntimeAlive = () => noExitRuntime || runtimeKeepaliveCounter > 0;
+var _proc_exit = code => {
+    EXITSTATUS = code;
+    if (!keepRuntimeAlive()) {
+        Module["onExit"]?.(code);
+        ABORT = true
+    }
+    quit_(code, new ExitStatus(code))
+}
+;
+var exitJS = (status, implicit) => {
+    EXITSTATUS = status;
+    _proc_exit(status)
+}
+;
+var _exit = exitJS;
+function _fd_close(fd) {
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        FS.close(stream);
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return e.errno
+    }
+}
+var doReadv = (stream, iov, iovcnt, offset) => {
+    var ret = 0;
+    for (var i = 0; i < iovcnt; i++) {
+        var ptr = HEAPU32[iov >> 2];
+        var len = HEAPU32[iov + 4 >> 2];
+        iov += 8;
+        var curr = FS.read(stream, HEAP8, ptr, len, offset);
+        if (curr < 0)
+            return -1;
+        ret += curr;
+        if (curr < len)
+            break;
+        if (typeof offset !== "undefined") {
+            offset += curr
+        }
+    }
+    return ret
+}
+;
+function _fd_read(fd, iov, iovcnt, pnum) {
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        var num = doReadv(stream, iov, iovcnt);
+        HEAPU32[pnum >> 2] = num;
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return e.errno
+    }
+}
+function _fd_seek(fd, offset_low, offset_high, whence, newOffset) {
+    var offset = convertI32PairToI53Checked(offset_low, offset_high);
+    try {
+        if (isNaN(offset))
+            return 61;
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        FS.llseek(stream, offset, whence);
+        tempI64 = [stream.position >>> 0, (tempDouble = stream.position,
+        +Math.abs(tempDouble) >= 1 ? tempDouble > 0 ? +Math.floor(tempDouble / 4294967296) >>> 0 : ~~+Math.ceil((tempDouble - +(~~tempDouble >>> 0)) / 4294967296) >>> 0 : 0)],
+        HEAP32[newOffset >> 2] = tempI64[0],
+        HEAP32[newOffset + 4 >> 2] = tempI64[1];
+        if (stream.getdents && offset === 0 && whence === 0)
+            stream.getdents = null;
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return e.errno
+    }
+}
+var doWritev = (stream, iov, iovcnt, offset) => {
+    var ret = 0;
+    for (var i = 0; i < iovcnt; i++) {
+        var ptr = HEAPU32[iov >> 2];
+        var len = HEAPU32[iov + 4 >> 2];
+        iov += 8;
+        var curr = FS.write(stream, HEAP8, ptr, len, offset);
+        if (curr < 0)
+            return -1;
+        ret += curr;
+        if (typeof offset !== "undefined") {
+            offset += curr
+        }
+    }
+    return ret
+}
+;
+function _fd_write(fd, iov, iovcnt, pnum) {
+    try {
+        var stream = SYSCALLS.getStreamFromFD(fd);
+        var num = doWritev(stream, iov, iovcnt);
+        HEAPU32[pnum >> 2] = num;
+        return 0
+    } catch (e) {
+        if (typeof FS == "undefined" || !(e.name === "ErrnoError"))
+            throw e;
+        return e.errno
+    }
+}
+var arraySum = (array, index) => {
+    var sum = 0;
+    for (var i = 0; i <= index; sum += array[i++]) {}
+    return sum
+}
+;
+var MONTH_DAYS_LEAP = [31, 29, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31];
+var MONTH_DAYS_REGULAR = [31, 28, 31, 30, 31, 30, 31, 31, 30, 31, 30, 31];
+var addDays = (date, days) => {
+    var newDate = new Date(date.getTime());
+    while (days > 0) {
+        var leap = isLeapYear(newDate.getFullYear());
+        var currentMonth = newDate.getMonth();
+        var daysInCurrentMonth = (leap ? MONTH_DAYS_LEAP : MONTH_DAYS_REGULAR)[currentMonth];
+        if (days > daysInCurrentMonth - newDate.getDate()) {
+            days -= daysInCurrentMonth - newDate.getDate() + 1;
+            newDate.setDate(1);
+            if (currentMonth < 11) {
+                newDate.setMonth(currentMonth + 1)
+            } else {
+                newDate.setMonth(0);
+                newDate.setFullYear(newDate.getFullYear() + 1)
+            }
+        } else {
+            newDate.setDate(newDate.getDate() + days);
+            return newDate
+        }
+    }
+    return newDate
+}
+;
+var writeArrayToMemory = (array, buffer) => {
+    HEAP8.set(array, buffer)
+}
+;
+var _strftime = (s, maxsize, format, tm) => {
+    var tm_zone = HEAPU32[tm + 40 >> 2];
+    var date = {
+        tm_sec: HEAP32[tm >> 2],
+        tm_min: HEAP32[tm + 4 >> 2],
+        tm_hour: HEAP32[tm + 8 >> 2],
+        tm_mday: HEAP32[tm + 12 >> 2],
+        tm_mon: HEAP32[tm + 16 >> 2],
+        tm_year: HEAP32[tm + 20 >> 2],
+        tm_wday: HEAP32[tm + 24 >> 2],
+        tm_yday: HEAP32[tm + 28 >> 2],
+        tm_isdst: HEAP32[tm + 32 >> 2],
+        tm_gmtoff: HEAP32[tm + 36 >> 2],
+        tm_zone: tm_zone ? UTF8ToString(tm_zone) : ""
+    };
+    var pattern = UTF8ToString(format);
+    var EXPANSION_RULES_1 = {
+        "%c": "%a %b %d %H:%M:%S %Y",
+        "%D": "%m/%d/%y",
+        "%F": "%Y-%m-%d",
+        "%h": "%b",
+        "%r": "%I:%M:%S %p",
+        "%R": "%H:%M",
+        "%T": "%H:%M:%S",
+        "%x": "%m/%d/%y",
+        "%X": "%H:%M:%S",
+        "%Ec": "%c",
+        "%EC": "%C",
+        "%Ex": "%m/%d/%y",
+        "%EX": "%H:%M:%S",
+        "%Ey": "%y",
+        "%EY": "%Y",
+        "%Od": "%d",
+        "%Oe": "%e",
+        "%OH": "%H",
+        "%OI": "%I",
+        "%Om": "%m",
+        "%OM": "%M",
+        "%OS": "%S",
+        "%Ou": "%u",
+        "%OU": "%U",
+        "%OV": "%V",
+        "%Ow": "%w",
+        "%OW": "%W",
+        "%Oy": "%y"
+    };
+    for (var rule in EXPANSION_RULES_1) {
+        pattern = pattern.replace(new RegExp(rule,"g"), EXPANSION_RULES_1[rule])
+    }
+    var WEEKDAYS = ["Sunday", "Monday", "Tuesday", "Wednesday", "Thursday", "Friday", "Saturday"];
+    var MONTHS = ["January", "February", "March", "April", "May", "June", "July", "August", "September", "October", "November", "December"];
+    function leadingSomething(value, digits, character) {
+        var str = typeof value == "number" ? value.toString() : value || "";
+        while (str.length < digits) {
+            str = character[0] + str
+        }
+        return str
+    }
+    function leadingNulls(value, digits) {
+        return leadingSomething(value, digits, "0")
+    }
+    function compareByDay(date1, date2) {
+        function sgn(value) {
+            return value < 0 ? -1 : value > 0 ? 1 : 0
+        }
+        var compare;
+        if ((compare = sgn(date1.getFullYear() - date2.getFullYear())) === 0) {
+            if ((compare = sgn(date1.getMonth() - date2.getMonth())) === 0) {
+                compare = sgn(date1.getDate() - date2.getDate())
+            }
+        }
+        return compare
+    }
+    function getFirstWeekStartDate(janFourth) {
+        switch (janFourth.getDay()) {
+        case 0:
+            return new Date(janFourth.getFullYear() - 1,11,29);
+        case 1:
+            return janFourth;
+        case 2:
+            return new Date(janFourth.getFullYear(),0,3);
+        case 3:
+            return new Date(janFourth.getFullYear(),0,2);
+        case 4:
+            return new Date(janFourth.getFullYear(),0,1);
+        case 5:
+            return new Date(janFourth.getFullYear() - 1,11,31);
+        case 6:
+            return new Date(janFourth.getFullYear() - 1,11,30)
+        }
+    }
+    function getWeekBasedYear(date) {
+        var thisDate = addDays(new Date(date.tm_year + 1900,0,1), date.tm_yday);
+        var janFourthThisYear = new Date(thisDate.getFullYear(),0,4);
+        var janFourthNextYear = new Date(thisDate.getFullYear() + 1,0,4);
+        var firstWeekStartThisYear = getFirstWeekStartDate(janFourthThisYear);
+        var firstWeekStartNextYear = getFirstWeekStartDate(janFourthNextYear);
+        if (compareByDay(firstWeekStartThisYear, thisDate) <= 0) {
+            if (compareByDay(firstWeekStartNextYear, thisDate) <= 0) {
+                return thisDate.getFullYear() + 1
+            }
+            return thisDate.getFullYear()
+        }
+        return thisDate.getFullYear() - 1
+    }
+    var EXPANSION_RULES_2 = {
+        "%a": date => WEEKDAYS[date.tm_wday].substring(0, 3),
+        "%A": date => WEEKDAYS[date.tm_wday],
+        "%b": date => MONTHS[date.tm_mon].substring(0, 3),
+        "%B": date => MONTHS[date.tm_mon],
+        "%C": date => {
+            var year = date.tm_year + 1900;
+            return leadingNulls(year / 100 | 0, 2)
+        }
+        ,
+        "%d": date => leadingNulls(date.tm_mday, 2),
+        "%e": date => leadingSomething(date.tm_mday, 2, " "),
+        "%g": date => getWeekBasedYear(date).toString().substring(2),
+        "%G": getWeekBasedYear,
+        "%H": date => leadingNulls(date.tm_hour, 2),
+        "%I": date => {
+            var twelveHour = date.tm_hour;
+            if (twelveHour == 0)
+                twelveHour = 12;
+            else if (twelveHour > 12)
+                twelveHour -= 12;
+            return leadingNulls(twelveHour, 2)
+        }
+        ,
+        "%j": date => leadingNulls(date.tm_mday + arraySum(isLeapYear(date.tm_year + 1900) ? MONTH_DAYS_LEAP : MONTH_DAYS_REGULAR, date.tm_mon - 1), 3),
+        "%m": date => leadingNulls(date.tm_mon + 1, 2),
+        "%M": date => leadingNulls(date.tm_min, 2),
+        "%n": () => "\n",
+        "%p": date => {
+            if (date.tm_hour >= 0 && date.tm_hour < 12) {
+                return "AM"
+            }
+            return "PM"
+        }
+        ,
+        "%S": date => leadingNulls(date.tm_sec, 2),
+        "%t": () => "\t",
+        "%u": date => date.tm_wday || 7,
+        "%U": date => {
+            var days = date.tm_yday + 7 - date.tm_wday;
+            return leadingNulls(Math.floor(days / 7), 2)
+        }
+        ,
+        "%V": date => {
+            var val = Math.floor((date.tm_yday + 7 - (date.tm_wday + 6) % 7) / 7);
+            if ((date.tm_wday + 371 - date.tm_yday - 2) % 7 <= 2) {
+                val++
+            }
+            if (!val) {
+                val = 52;
+                var dec31 = (date.tm_wday + 7 - date.tm_yday - 1) % 7;
+                if (dec31 == 4 || dec31 == 5 && isLeapYear(date.tm_year % 400 - 1)) {
+                    val++
+                }
+            } else if (val == 53) {
+                var jan1 = (date.tm_wday + 371 - date.tm_yday) % 7;
+                if (jan1 != 4 && (jan1 != 3 || !isLeapYear(date.tm_year)))
+                    val = 1
+            }
+            return leadingNulls(val, 2)
+        }
+        ,
+        "%w": date => date.tm_wday,
+        "%W": date => {
+            var days = date.tm_yday + 7 - (date.tm_wday + 6) % 7;
+            return leadingNulls(Math.floor(days / 7), 2)
+        }
+        ,
+        "%y": date => (date.tm_year + 1900).toString().substring(2),
+        "%Y": date => date.tm_year + 1900,
+        "%z": date => {
+            var off = date.tm_gmtoff;
+            var ahead = off >= 0;
+            off = Math.abs(off) / 60;
+            off = off / 60 * 100 + off % 60;
+            return (ahead ? "+" : "-") + String("0000" + off).slice(-4)
+        }
+        ,
+        "%Z": date => date.tm_zone,
+        "%%": () => "%"
+    };
+    pattern = pattern.replace(/%%/g, "\0\0");
+    for (var rule in EXPANSION_RULES_2) {
+        if (pattern.includes(rule)) {
+            pattern = pattern.replace(new RegExp(rule,"g"), EXPANSION_RULES_2[rule](date))
+        }
+    }
+    pattern = pattern.replace(/\0\0/g, "%");
+    var bytes = intArrayFromString(pattern, false);
+    if (bytes.length > maxsize) {
+        return 0
+    }
+    writeArrayToMemory(bytes, s);
+    return bytes.length - 1
+}
+;
+var _strftime_l = (s, maxsize, format, tm, loc) => _strftime(s, maxsize, format, tm);
+var getCFunc = ident => {
+    var func = Module["_" + ident];
+    return func
+}
+;
+var stringToUTF8OnStack = str => {
+    var size = lengthBytesUTF8(str) + 1;
+    var ret = stackAlloc(size);
+    stringToUTF8(str, ret, size);
+    return ret
+}
+;
+var ccall = (ident, returnType, argTypes, args, opts) => {
+    var toC = {
+        "string": str => {
+            var ret = 0;
+            if (str !== null && str !== undefined && str !== 0) {
+                ret = stringToUTF8OnStack(str)
+            }
+            return ret
+        }
+        ,
+        "array": arr => {
+            var ret = stackAlloc(arr.length);
+            writeArrayToMemory(arr, ret);
+            return ret
+        }
+    };
+    function convertReturnValue(ret) {
+        if (returnType === "string") {
+            return UTF8ToString(ret)
+        }
+        if (returnType === "boolean")
+            return Boolean(ret);
+        return ret
+    }
+    var func = getCFunc(ident);
+    var cArgs = [];
+    var stack = 0;
+    if (args) {
+        for (var i = 0; i < args.length; i++) {
+            var converter = toC[argTypes[i]];
+            if (converter) {
+                if (stack === 0)
+                    stack = stackSave();
+                cArgs[i] = converter(args[i])
+            } else {
+                cArgs[i] = args[i]
+            }
+        }
+    }
+    var ret = func.apply(null, cArgs);
+    function onDone(ret) {
+        if (stack !== 0)
+            stackRestore(stack);
+        return convertReturnValue(ret)
+    }
+    ret = onDone(ret);
+    return ret
+}
+;
+var FSNode = function(parent, name, mode, rdev) {
+    if (!parent) {
+        parent = this
+    }
+    this.parent = parent;
+    this.mount = parent.mount;
+    this.mounted = null;
+    this.id = FS.nextInode++;
+    this.name = name;
+    this.mode = mode;
+    this.node_ops = {};
+    this.stream_ops = {};
+    this.rdev = rdev
+};
+var readMode = 292 | 73;
+var writeMode = 146;
+Object.defineProperties(FSNode.prototype, {
+    read: {
+        get: function() {
+            return (this.mode & readMode) === readMode
+        },
+        set: function(val) {
+            val ? this.mode |= readMode : this.mode &= ~readMode
+        }
+    },
+    write: {
+        get: function() {
+            return (this.mode & writeMode) === writeMode
+        },
+        set: function(val) {
+            val ? this.mode |= writeMode : this.mode &= ~writeMode
+        }
+    },
+    isFolder: {
+        get: function() {
+            return FS.isDir(this.mode)
+        }
+    },
+    isDevice: {
+        get: function() {
+            return FS.isChrdev(this.mode)
+        }
+    }
+});
+FS.FSNode = FSNode;
+FS.createPreloadedFile = FS_createPreloadedFile;
+FS.staticInit();
+Module["FS_createPath"] = FS.createPath;
+Module["FS_createDataFile"] = FS.createDataFile;
+Module["FS_createPreloadedFile"] = FS.createPreloadedFile;
+Module["FS_unlink"] = FS.unlink;
+Module["FS_createLazyFile"] = FS.createLazyFile;
+Module["FS_createDevice"] = FS.createDevice;
+var wasmImports = {
+    a: ___cxa_throw,
+    e: ___syscall_fcntl64,
+    F: ___syscall_fstat64,
+    x: ___syscall_getcwd,
+    A: ___syscall_getdents64,
+    H: ___syscall_ioctl,
+    C: ___syscall_lstat64,
+    B: ___syscall_mkdirat,
+    D: ___syscall_newfstatat,
+    j: ___syscall_openat,
+    w: ___syscall_readlinkat,
+    y: ___syscall_rmdir,
+    E: ___syscall_stat64,
+    z: ___syscall_unlinkat,
+    I: __emscripten_get_now_is_monotonic,
+    q: __gmtime_js,
+    r: __localtime_js,
+    s: __mktime_js,
+    o: __mmap_js,
+    p: __munmap_js,
+    G: __tzset_js,
+    f: _abort,
+    v: _emscripten_asm_const_int,
+    k: _emscripten_date_now,
+    l: _emscripten_get_heap_max,
+    c: _emscripten_get_now,
+    K: _emscripten_memcpy_js,
+    J: _emscripten_resize_heap,
+    m: _environ_get,
+    n: _environ_sizes_get,
+    b: _exit,
+    g: _fd_close,
+    i: _fd_read,
+    t: _fd_seek,
+    h: _fd_write,
+    u: _strftime,
+    d: _strftime_l
+};
+var wasmExports = createWasm();
+var ___wasm_call_ctors = () => (___wasm_call_ctors = wasmExports["M"])();
+var _CopyHeap = Module["_CopyHeap"] = (a0, a1, a2) => (_CopyHeap = Module["_CopyHeap"] = wasmExports["N"])(a0, a1, a2);
+var _SherpaOnnxCreateOfflineRecognizer = Module["_SherpaOnnxCreateOfflineRecognizer"] = a0 => (_SherpaOnnxCreateOfflineRecognizer = Module["_SherpaOnnxCreateOfflineRecognizer"] = wasmExports["O"])(a0);
+var _SherpaOnnxDestroyOfflineRecognizer = Module["_SherpaOnnxDestroyOfflineRecognizer"] = a0 => (_SherpaOnnxDestroyOfflineRecognizer = Module["_SherpaOnnxDestroyOfflineRecognizer"] = wasmExports["P"])(a0);
+var _SherpaOnnxCreateOfflineStream = Module["_SherpaOnnxCreateOfflineStream"] = a0 => (_SherpaOnnxCreateOfflineStream = Module["_SherpaOnnxCreateOfflineStream"] = wasmExports["Q"])(a0);
+var _SherpaOnnxDestroyOfflineStream = Module["_SherpaOnnxDestroyOfflineStream"] = a0 => (_SherpaOnnxDestroyOfflineStream = Module["_SherpaOnnxDestroyOfflineStream"] = wasmExports["R"])(a0);
+var _SherpaOnnxAcceptWaveformOffline = Module["_SherpaOnnxAcceptWaveformOffline"] = (a0, a1, a2, a3) => (_SherpaOnnxAcceptWaveformOffline = Module["_SherpaOnnxAcceptWaveformOffline"] = wasmExports["S"])(a0, a1, a2, a3);
+var _SherpaOnnxDecodeOfflineStream = Module["_SherpaOnnxDecodeOfflineStream"] = (a0, a1) => (_SherpaOnnxDecodeOfflineStream = Module["_SherpaOnnxDecodeOfflineStream"] = wasmExports["T"])(a0, a1);
+var _SherpaOnnxDecodeMultipleOfflineStreams = Module["_SherpaOnnxDecodeMultipleOfflineStreams"] = (a0, a1, a2) => (_SherpaOnnxDecodeMultipleOfflineStreams = Module["_SherpaOnnxDecodeMultipleOfflineStreams"] = wasmExports["U"])(a0, a1, a2);
+var _SherpaOnnxGetOfflineStreamResult = Module["_SherpaOnnxGetOfflineStreamResult"] = a0 => (_SherpaOnnxGetOfflineStreamResult = Module["_SherpaOnnxGetOfflineStreamResult"] = wasmExports["V"])(a0);
+var _SherpaOnnxDestroyOfflineRecognizerResult = Module["_SherpaOnnxDestroyOfflineRecognizerResult"] = a0 => (_SherpaOnnxDestroyOfflineRecognizerResult = Module["_SherpaOnnxDestroyOfflineRecognizerResult"] = wasmExports["W"])(a0);
+var _SherpaOnnxGetOfflineStreamResultAsJson = Module["_SherpaOnnxGetOfflineStreamResultAsJson"] = a0 => (_SherpaOnnxGetOfflineStreamResultAsJson = Module["_SherpaOnnxGetOfflineStreamResultAsJson"] = wasmExports["X"])(a0);
+var _SherpaOnnxDestroyOfflineStreamResultJson = Module["_SherpaOnnxDestroyOfflineStreamResultJson"] = a0 => (_SherpaOnnxDestroyOfflineStreamResultJson = Module["_SherpaOnnxDestroyOfflineStreamResultJson"] = wasmExports["Y"])(a0);
+var _SherpaOnnxCreateCircularBuffer = Module["_SherpaOnnxCreateCircularBuffer"] = a0 => (_SherpaOnnxCreateCircularBuffer = Module["_SherpaOnnxCreateCircularBuffer"] = wasmExports["Z"])(a0);
+var _SherpaOnnxDestroyCircularBuffer = Module["_SherpaOnnxDestroyCircularBuffer"] = a0 => (_SherpaOnnxDestroyCircularBuffer = Module["_SherpaOnnxDestroyCircularBuffer"] = wasmExports["_"])(a0);
+var _SherpaOnnxCircularBufferPush = Module["_SherpaOnnxCircularBufferPush"] = (a0, a1, a2) => (_SherpaOnnxCircularBufferPush = Module["_SherpaOnnxCircularBufferPush"] = wasmExports["$"])(a0, a1, a2);
+var _SherpaOnnxCircularBufferGet = Module["_SherpaOnnxCircularBufferGet"] = (a0, a1, a2) => (_SherpaOnnxCircularBufferGet = Module["_SherpaOnnxCircularBufferGet"] = wasmExports["aa"])(a0, a1, a2);
+var _SherpaOnnxCircularBufferFree = Module["_SherpaOnnxCircularBufferFree"] = a0 => (_SherpaOnnxCircularBufferFree = Module["_SherpaOnnxCircularBufferFree"] = wasmExports["ba"])(a0);
+var _SherpaOnnxCircularBufferPop = Module["_SherpaOnnxCircularBufferPop"] = (a0, a1) => (_SherpaOnnxCircularBufferPop = Module["_SherpaOnnxCircularBufferPop"] = wasmExports["ca"])(a0, a1);
+var _SherpaOnnxCircularBufferSize = Module["_SherpaOnnxCircularBufferSize"] = a0 => (_SherpaOnnxCircularBufferSize = Module["_SherpaOnnxCircularBufferSize"] = wasmExports["da"])(a0);
+var _SherpaOnnxCircularBufferHead = Module["_SherpaOnnxCircularBufferHead"] = a0 => (_SherpaOnnxCircularBufferHead = Module["_SherpaOnnxCircularBufferHead"] = wasmExports["ea"])(a0);
+var _SherpaOnnxCircularBufferReset = Module["_SherpaOnnxCircularBufferReset"] = a0 => (_SherpaOnnxCircularBufferReset = Module["_SherpaOnnxCircularBufferReset"] = wasmExports["fa"])(a0);
+var _SherpaOnnxCreateVoiceActivityDetector = Module["_SherpaOnnxCreateVoiceActivityDetector"] = (a0, a1) => (_SherpaOnnxCreateVoiceActivityDetector = Module["_SherpaOnnxCreateVoiceActivityDetector"] = wasmExports["ga"])(a0, a1);
+var _SherpaOnnxDestroyVoiceActivityDetector = Module["_SherpaOnnxDestroyVoiceActivityDetector"] = a0 => (_SherpaOnnxDestroyVoiceActivityDetector = Module["_SherpaOnnxDestroyVoiceActivityDetector"] = wasmExports["ha"])(a0);
+var _SherpaOnnxVoiceActivityDetectorAcceptWaveform = Module["_SherpaOnnxVoiceActivityDetectorAcceptWaveform"] = (a0, a1, a2) => (_SherpaOnnxVoiceActivityDetectorAcceptWaveform = Module["_SherpaOnnxVoiceActivityDetectorAcceptWaveform"] = wasmExports["ia"])(a0, a1, a2);
+var _SherpaOnnxVoiceActivityDetectorEmpty = Module["_SherpaOnnxVoiceActivityDetectorEmpty"] = a0 => (_SherpaOnnxVoiceActivityDetectorEmpty = Module["_SherpaOnnxVoiceActivityDetectorEmpty"] = wasmExports["ja"])(a0);
+var _SherpaOnnxVoiceActivityDetectorDetected = Module["_SherpaOnnxVoiceActivityDetectorDetected"] = a0 => (_SherpaOnnxVoiceActivityDetectorDetected = Module["_SherpaOnnxVoiceActivityDetectorDetected"] = wasmExports["ka"])(a0);
+var _SherpaOnnxVoiceActivityDetectorPop = Module["_SherpaOnnxVoiceActivityDetectorPop"] = a0 => (_SherpaOnnxVoiceActivityDetectorPop = Module["_SherpaOnnxVoiceActivityDetectorPop"] = wasmExports["la"])(a0);
+var _SherpaOnnxVoiceActivityDetectorClear = Module["_SherpaOnnxVoiceActivityDetectorClear"] = a0 => (_SherpaOnnxVoiceActivityDetectorClear = Module["_SherpaOnnxVoiceActivityDetectorClear"] = wasmExports["ma"])(a0);
+var _SherpaOnnxVoiceActivityDetectorFront = Module["_SherpaOnnxVoiceActivityDetectorFront"] = a0 => (_SherpaOnnxVoiceActivityDetectorFront = Module["_SherpaOnnxVoiceActivityDetectorFront"] = wasmExports["na"])(a0);
+var _SherpaOnnxDestroySpeechSegment = Module["_SherpaOnnxDestroySpeechSegment"] = a0 => (_SherpaOnnxDestroySpeechSegment = Module["_SherpaOnnxDestroySpeechSegment"] = wasmExports["oa"])(a0);
+var _SherpaOnnxVoiceActivityDetectorReset = Module["_SherpaOnnxVoiceActivityDetectorReset"] = a0 => (_SherpaOnnxVoiceActivityDetectorReset = Module["_SherpaOnnxVoiceActivityDetectorReset"] = wasmExports["pa"])(a0);
+var _SherpaOnnxVoiceActivityDetectorFlush = Module["_SherpaOnnxVoiceActivityDetectorFlush"] = a0 => (_SherpaOnnxVoiceActivityDetectorFlush = Module["_SherpaOnnxVoiceActivityDetectorFlush"] = wasmExports["qa"])(a0);
+var _SherpaOnnxFileExists = Module["_SherpaOnnxFileExists"] = a0 => (_SherpaOnnxFileExists = Module["_SherpaOnnxFileExists"] = wasmExports["ra"])(a0);
+var _malloc = Module["_malloc"] = a0 => (_malloc = Module["_malloc"] = wasmExports["ta"])(a0);
+var _free = Module["_free"] = a0 => (_free = Module["_free"] = wasmExports["ua"])(a0);
+var _emscripten_builtin_memalign = (a0, a1) => (_emscripten_builtin_memalign = wasmExports["va"])(a0, a1);
+var setTempRet0 = a0 => (setTempRet0 = wasmExports["wa"])(a0);
+var stackSave = () => (stackSave = wasmExports["xa"])();
+var stackRestore = a0 => (stackRestore = wasmExports["ya"])(a0);
+var stackAlloc = a0 => (stackAlloc = wasmExports["za"])(a0);
+var ___cxa_is_pointer_type = a0 => (___cxa_is_pointer_type = wasmExports["Aa"])(a0);
+Module["addRunDependency"] = addRunDependency;
+Module["removeRunDependency"] = removeRunDependency;
+Module["FS_createPath"] = FS.createPath;
+Module["FS_createLazyFile"] = FS.createLazyFile;
+Module["FS_createDevice"] = FS.createDevice;
+Module["ccall"] = ccall;
+Module["setValue"] = setValue;
+Module["getValue"] = getValue;
+Module["UTF8ToString"] = UTF8ToString;
+Module["stringToUTF8"] = stringToUTF8;
+Module["lengthBytesUTF8"] = lengthBytesUTF8;
+Module["FS_createPreloadedFile"] = FS.createPreloadedFile;
+Module["FS_createDataFile"] = FS.createDataFile;
+Module["FS_unlink"] = FS.unlink;
+var calledRun;
+dependenciesFulfilled = function runCaller() {
+    if (!calledRun)
+        run();
+    if (!calledRun)
+        dependenciesFulfilled = runCaller
+}
+;
+function run() {
+    if (runDependencies > 0) {
+        return
+    }
+    preRun();
+    if (runDependencies > 0) {
+        return
+    }
+    function doRun() {
+        if (calledRun)
+            return;
+        calledRun = true;
+        Module["calledRun"] = true;
+        if (ABORT)
+            return;
+        initRuntime();
+        if (Module["onRuntimeInitialized"])
+            Module["onRuntimeInitialized"]();
+        postRun()
+    }
+    if (Module["setStatus"]) {
+        Module["setStatus"]("Running...");
+        setTimeout(function() {
+            setTimeout(function() {
+                Module["setStatus"]("")
+            }, 1);
+            doRun()
+        }, 1)
+    } else {
+        doRun()
+    }
+}
+if (Module["preInit"]) {
+    if (typeof Module["preInit"] == "function")
+        Module["preInit"] = [Module["preInit"]];
+    while (Module["preInit"].length > 0) {
+        Module["preInit"].pop()()
+    }
+}
+run();
diff --git a/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.wasm b/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.wasm
new file mode 100644
index 00000000..3e71ee7c
Binary files /dev/null and b/public/sherpa.wasm/sherpa-onnx-wasm-main-vad-asr.wasm differ
diff --git a/src/App.jsx b/src/App.jsx
index 7cd6aae4..836c87c3 100644
--- a/src/App.jsx
+++ b/src/App.jsx
@@ -1,6 +1,7 @@
 import React, { useEffect, useRef } from "react";
 import { ThemeProvider } from "@mui/material";
 import { useNavigate } from "react-router-dom";
+import { BrowserRouter as Router } from "react-router-dom";
 import { StyledEngineProvider } from "@mui/material/styles";
 import FingerprintJS from "@fingerprintjs/fingerprintjs";
 import routes from "./routes";
diff --git a/src/assets/images/boy-running.gif b/src/assets/images/boy-running.gif
new file mode 100644
index 00000000..f7d25245
Binary files /dev/null and b/src/assets/images/boy-running.gif differ
diff --git a/src/components/Assesment/Assesment.jsx b/src/components/Assesment/Assesment.jsx
index 6087c7ac..43575ea6 100644
--- a/src/components/Assesment/Assesment.jsx
+++ b/src/components/Assesment/Assesment.jsx
@@ -24,12 +24,12 @@ import {
   setLocalData,
 } from "../../utils/constants";
 import practicebg from "../../assets/images/practice-bg.svg";
-import { useNavigate } from "../../../node_modules/react-router-dom/dist/index";
+import { useNavigate } from "react-router-dom";
 import { useEffect, useState } from "react";
 import HelpLogo from "../../assets/help.png";
 import CloseIcon from "@mui/icons-material/Close";
 
-import axios from "../../../node_modules/axios/index";
+import axios from "axios";
 // import { useDispatch } from 'react-redux';
 import { setVirtualId } from "../../store/slices/user.slice";
 import { useDispatch, useSelector } from "react-redux";
@@ -58,10 +58,10 @@ import profilePic from "../../assets/images/profile_url.png";
 import textureImage from "../../assets/images/textureImage.png";
 import back from "../../assets/images/back-arrow.png";
 import { jwtDecode } from "jwt-decode";
-import config from "../../utils/urlConstants.json";
 import panda from "../../assets/images/panda.svg";
 import cryPanda from "../../assets/images/cryPanda.svg";
 import { uniqueId } from "../../services/utilService";
+import ProgressOverlay from "../CommonComponent/ProgressOverlay";
 import { end } from "../../services/telementryService";
 import { levelMapping } from "../../utils/levelData";
 import scoreView from "../../assets/images/scoreView.svg";
@@ -71,9 +71,172 @@ import { getFetchMilestoneDetails } from "../../services/learnerAi/learnerAiServ
 import * as Assets from "../../utils/imageAudioLinks";
 
 const theme = createTheme();
+import { offlineModelsInfo } from "../../utils/constants";
+import ModelLoaderIndicator from "../ModelLoaderIndicator";
 
-export const LanguageModal = ({ lang, setLang, setOpenLangModal }) => {
+export const LanguageModal = ({
+  lang,
+  setLang,
+  setOpenLangModal,
+  setLoading,
+  setDownloadProgress,
+}) => {
   const [selectedLang, setSelectedLang] = useState(lang);
+  const [isOfflineModel, setIsOfflineModel] = useState(
+    localStorage.getItem("isOfflineModel") === "true"
+  );
+
+  useEffect(() => {
+    localStorage.setItem("isOfflineModel", isOfflineModel);
+  }, [isOfflineModel]);
+
+  // const dbName = "language-ai-models";
+  // const dbVersion = 1;
+  // let db;
+
+  // // Open IndexedDB
+  // const openDB = () => {
+  //   return new Promise((resolve, reject) => {
+  //     const request = window.indexedDB.open(dbName, dbVersion);
+  //     request.onerror = (event) => {
+  //       console.error("IndexedDB error:", event.target.errorCode);
+  //       reject(event.target.error);
+  //     };
+  //     request.onsuccess = (event) => {
+  //       db = event.target.result;
+  //       console.log("IndexedDB opened successfully");
+  //       resolve();
+  //     };
+  //     request.onupgradeneeded = (event) => {
+  //       db = event.target.result;
+  //       console.log("Creating object store for models");
+  //       if (!db.objectStoreNames.contains("models")) {
+  //         db.createObjectStore("models");
+  //       }
+  //     };
+  //   });
+  // };
+
+  // // Function to store model in IndexedDB
+  // const storeModel = async (modelName, modelURL, isVocabModel) => {
+  //   try {
+  //     console.log(modelURL);
+  //     const response = await fetch(modelURL);
+  //     if (!response.ok) {
+  //       throw new Error(`HTTP error! Status: ${response.status}`);
+  //     }
+
+  //     let modelData
+
+  //     if(!isVocabModel){
+
+  //     const reader = response.body.getReader();
+  //     const contentLength = +response.headers.get("Content-Length");
+  //     let receivedLength = 0;
+  //     const chunks = [];
+
+  //     while (true) {
+  //       const { done, value } = await reader.read();
+  //       if (done) break;
+  //       chunks.push(value);
+  //       receivedLength += value.length;
+
+  //       // Update progress
+  //       const percentage = (receivedLength / contentLength) * 100;
+  //       setDownloadProgress(percentage.toFixed());
+  //     }
+
+  //      modelData = new Uint8Array(receivedLength);
+
+  //      let position = 0;
+  //      for (let chunk of chunks) {
+  //        modelData.set(chunk, position);
+  //        position += chunk.length;
+  //      }
+
+  //     }else{
+  //       console.log(response);
+  //       const vocabData = await response.arrayBuffer();
+  //       const decoder = new TextDecoder("utf-8");
+  //       modelData = decoder.decode(vocabData).split("\n");
+  //     }
+
+  //     const transaction = db.transaction(["models"], "readwrite");
+  //     const store = transaction.objectStore("models");
+
+  //     store.put(modelData, modelName);
+  //     console.log(`Stored model ${modelName} in IndexedDB`);
+  //   } catch (error) {
+  //     console.error("Error storing model in IndexedDB:", error);
+  //   }
+  // };
+
+  // // Function to check if the model is already stored in IndexedDB
+  // const isModelStored = (modelName) => {
+  //   return new Promise((resolve, reject) => {
+  //     const transaction = db.transaction(["models"], "readonly");
+  //     const store = transaction.objectStore("models");
+  //     const request = store.get(modelName);
+
+  //     request.onerror = function (event) {
+  //       console.error(
+  //         "Error checking model in IndexedDB:",
+  //         event.target.errorCode
+  //       );
+  //       reject(event.target.error);
+  //     };
+
+  //     request.onsuccess = function (event) {
+  //       resolve(!!event.target.result);
+  //     };
+  //   });
+  // };
+
+  // // Function to load model
+  // const loadModel = async (selectedLang) => {
+  //   setLoading(true);
+  //   try {
+  //     await openDB();
+  //     let modelName = "";
+  //     let modelURL = "";
+  //     let vacabFileName = "";
+  //     let vocabURL = "";
+
+  //     offlineModelsInfo.map((modelInfoElement) => {
+  //       if (modelInfoElement.lang === selectedLang) {
+  //         modelName = modelInfoElement.modelName;
+  //         modelURL = modelInfoElement.modelURL;
+  //         vocabURL = modelInfoElement?.vocabUrl;
+  //         vacabFileName = modelInfoElement?.vacabFileName;
+  //       }
+  //     });
+
+  //     const stored = await isModelStored(modelName);
+
+  //     if(vocabURL){
+  //       const vocabStored = await isModelStored(vacabFileName);
+  //       if (!stored) {
+  //         await storeModel(vacabFileName, vocabURL, true);
+  //       } else {
+  //         console.log(`Model ${vacabFileName} is already stored in IndexedDB`);
+  //         return;
+  //       }
+  //     }
+
+  //     if (!stored) {
+  //       await storeModel(modelName, modelURL,false);
+  //     } else {
+  //       console.log(`Model ${modelName} is already stored in IndexedDB`);
+  //       return;
+  //     }
+
+  //   } catch (error) {
+  //     console.log(error.message);
+  //   } finally {
+  //     setLoading(false);
+  //   }
+  // };
+
   return (
     <Box
       sx={{
@@ -120,12 +283,16 @@ export const LanguageModal = ({ lang, setLang, setOpenLangModal }) => {
         </Box>
         <Box sx={{ width: "100%", display: "flex", justifyContent: "center" }}>
           <Grid container justifyContent={"space-evenly"} sx={{ width: "80%" }}>
-            {languages.map((elem) => {
-              const isSelectedLang = elem.lang === selectedLang;
+            {languages?.map((elem, index) => {
+              const isSelectedLang =
+                isOfflineModel === elem.offline && elem.lang === selectedLang;
               return (
                 <Grid xs={3} item key={elem.lang}>
                   <Box
-                    onClick={() => setSelectedLang(elem.lang)}
+                    onClick={() => {
+                      setSelectedLang(elem.lang);
+                      setIsOfflineModel(elem.offline);
+                    }}
                     sx={{
                       cursor: "pointer",
                       mt: "34px",
@@ -206,9 +373,14 @@ export const LanguageModal = ({ lang, setLang, setOpenLangModal }) => {
           // mr="110px"
         >
           <Box
-            onClick={() => {
+            onClick={async () => {
               setLang(selectedLang);
               setOpenLangModal(false);
+              if (isOfflineModel && selectedLang !== "en") {
+                loadModel(selectedLang);
+              } else {
+                await window.sherpaModule.loadModel();
+              }
             }}
             sx={{
               cursor: "pointer",
@@ -374,6 +546,7 @@ export const ProfileHeader = ({
   lang,
   profileName,
   points = 0,
+  loading,
   handleBack,
 }) => {
   const language = lang || getLocalData("lang");
@@ -400,10 +573,19 @@ export const ProfileHeader = ({
     }
   };
 
+  const isOfflineModel = localStorage.getItem("isOfflineModel") === "true";
+
+  const selectedLanguage = languages?.find(
+    (elem) => elem.lang === language && elem.offline === isOfflineModel
+  );
+
+  const displayLanguage = selectedLanguage?.name || "Select Language";
+
   const handleLogout = () => {
     localStorage.clear();
+    sessionStorage.clear();
     end({});
-    navigate("/login");
+    window.location.href = "/login";
   };
 
   const CustomIconButton = styled(IconButton)({
@@ -450,7 +632,7 @@ export const ProfileHeader = ({
           top: 0,
           left: 0,
           width: "100%",
-          height: { xs: "60px", sm: "70px" },
+          height: { xs: "60px", sm: "50px" },
           background: "rgba(255, 255, 255, 0.2)",
           backdropFilter: "blur(3px)",
           display: "flex",
@@ -544,55 +726,66 @@ export const ProfileHeader = ({
               </Box>
             </Box>
           )}
-
-          <Box
-            mr={{ xs: "10px", sm: "90px" }}
-            onClick={() =>
-              setOpenLangModal
-                ? setOpenLangModal(true)
-                : setOpenMessageDialog({
-                    message: "go to homescreen to change language",
-                    dontShowHeader: true,
-                  })
-            }
-          >
-            <Box sx={{ position: "relative", cursor: "pointer" }}>
-              <SelectLanguageButton width={isMobile ? 80 : 180} />
-              <Box
-                sx={{ position: "absolute", top: 9, left: isMobile ? 10 : 20 }}
+        </Box>
+        {/* <Box><ModelLoaderIndicator /></Box> */}
+        <Box
+          sx={{
+            justifySelf: "flex-start",
+            width: { xs: "100%", sm: "40%" },
+            display: "flex",
+            justifyContent: { xs: "center", sm: "flex-start" },
+            alignItems: "center",
+          }}
+        >
+          {isOfflineModel && <ModelLoaderIndicator />}
+        </Box>
+        <Box
+          mr={{ xs: "10px", sm: "40px" }}
+          onClick={() =>
+            setOpenLangModal
+              ? setOpenLangModal(!loading)
+              : setOpenMessageDialog({
+                  message: "go to homescreen to change language",
+                  dontShowHeader: true,
+                })
+          }
+        >
+          <Box sx={{ position: "relative", cursor: "pointer" }}>
+            <SelectLanguageButton width={isMobile ? 80 : 180} />
+            <Box
+              sx={{ position: "absolute", top: 9, left: isMobile ? 10 : 20 }}
+            >
+              <span
+                style={{
+                  color: "#000000",
+                  fontWeight: 700,
+                  fontSize: isMobile ? "10px" : "16px",
+                  fontFamily: "Quicksand",
+                  lineHeight: "25px",
+                }}
               >
-                <span
-                  style={{
-                    color: "#000000",
-                    fontWeight: 700,
-                    fontSize: isMobile ? "10px" : "16px",
-                    fontFamily: "Quicksand",
-                    lineHeight: "25px",
-                  }}
-                >
-                  {isMobile
-                    ? "Language"
-                    : languages?.find((elem) => elem.lang === language)?.name ||
-                      "Select Language"}
-                </span>
-              </Box>
+                {isMobile
+                  ? "Language"
+                  : languages?.find((elem) => elem.lang === language)?.name ||
+                    "Select Language"}
+              </span>
             </Box>
           </Box>
-          {import.meta.env.VITE_IS_IN_APP_AUTHORISATION === "true" && (
-            <CustomTooltip title="Logout">
-              <Box>
-                <CustomIconButton onClick={handleLogout}>
-                  <img
-                    className="logout-img"
-                    style={{ height: 30, width: 35 }}
-                    src={LogoutImg}
-                    alt="Logout"
-                  />
-                </CustomIconButton>
-              </Box>
-            </CustomTooltip>
-          )}
         </Box>
+        {import.meta.env.VITE_IS_IN_APP_AUTHORISATION === "true" && (
+          <CustomTooltip title="Logout">
+            <Box>
+              <CustomIconButton onClick={handleLogout}>
+                <img
+                  className="logout-img"
+                  style={{ height: 30, width: 35 }}
+                  src={LogoutImg}
+                  alt="Logout"
+                />
+              </CustomIconButton>
+            </Box>
+          </CustomTooltip>
+        )}
       </Box>
     </>
   );
@@ -608,6 +801,7 @@ const Assesment = ({ discoverStart }) => {
   }
   // const [searchParams, setSearchParams] = useSearchParams();
   // const [profileName, setProfileName] = useState(username);
+  const [loading, setLoading] = useState(false);
   const [openMessageDialog, setOpenMessageDialog] = useState("");
   // let lang = searchParams.get("lang") || "ta";
   const [level, setLevel] = useState("");
@@ -616,6 +810,7 @@ const Assesment = ({ discoverStart }) => {
   const [lang, setLang] = useState(getLocalData("lang") || "en");
   const [points, setPoints] = useState(0);
   const isMobile = useMediaQuery(theme.breakpoints.down("sm"));
+  const [downloadProgress, setDownloadProgress] = useState(0);
 
   useEffect(() => {
     setLocalData("lang", lang);
@@ -781,7 +976,216 @@ const Assesment = ({ discoverStart }) => {
   };
 
   const navigate = useNavigate();
-  const handleRedirect = () => {
+
+  const dbName = "language-ai-models";
+  const dbVersion = 1;
+  let db;
+
+  // Function to check if the model is already stored in IndexedDB
+  const isModelStored = async (modelName) => {
+    return new Promise((resolve, reject) => {
+      const transaction = db.transaction(["models"], "readonly");
+      const store = transaction.objectStore("models");
+      const request = store.get(modelName);
+
+      request.onerror = function (event) {
+        console.error(
+          "Error checking model in IndexedDB:",
+          event.target.errorCode
+        );
+        reject(event.target.error);
+      };
+
+      request.onsuccess = function (event) {
+        resolve(!!event.target.result);
+      };
+    });
+  };
+
+  const loadModelIndic = async (modelName) => {
+    try {
+      let transaction;
+      let store;
+      let request;
+      try {
+        transaction = await db.transaction(["models"], "readonly");
+        store = transaction.objectStore("models");
+        request = await store.get(modelName);
+      } catch (error) {
+        console.error("Error accessing IndexedDB:", error);
+        return;
+      }
+
+      request.onsuccess = async () => {
+        const modelData = request.result;
+        if (window.offlineSession === undefined) {
+          window.offlineSession = await window.ort.InferenceSession.create(
+            modelData
+          );
+          console.log(window.offlineSession);
+        }
+      };
+
+      request.onerror = (err) => {
+        console.error(`Error to get model data: ${err}`);
+      };
+
+      console.log(`Created model session`);
+    } catch (error) {
+      console.error("Error storing model in IndexedDB:", error);
+    }
+  };
+
+  const loadVocabIndic = async (vocabFileName) => {
+    try {
+      let transaction;
+      let store;
+      let request;
+      try {
+        transaction = await db.transaction(["models"], "readonly");
+        store = transaction.objectStore("models");
+        request = await store.get(vocabFileName);
+      } catch (error) {
+        console.error("Error accessing IndexedDB:", error);
+        return;
+      }
+
+      request.onsuccess = async () => {
+        window.offlineVocab = request.result;
+      };
+
+      request.onerror = (err) => {
+        console.error(`Error to get model data: ${err}`);
+      };
+
+      console.log(`Created model session`);
+    } catch (error) {
+      console.error("Error storing model in IndexedDB:", error);
+    }
+  };
+
+  // Function to store model in IndexedDB
+  const storeModel = async (modelName, modelURL, isVocabModel) => {
+    try {
+      console.log(modelURL);
+      const response = await fetch(modelURL);
+      if (!response.ok) {
+        throw new Error(`HTTP error! Status: ${response.status}`);
+      }
+
+      let modelData;
+
+      if (!isVocabModel) {
+        const reader = response.body.getReader();
+        const contentLength = +response.headers.get("Content-Length");
+        let receivedLength = 0;
+        const chunks = [];
+
+        while (true) {
+          const { done, value } = await reader.read();
+          if (done) break;
+          chunks.push(value);
+          receivedLength += value.length;
+
+          // Update progress
+          const percentage = (receivedLength / contentLength) * 100;
+          setDownloadProgress(percentage.toFixed());
+        }
+
+        modelData = new Uint8Array(receivedLength);
+
+        let position = 0;
+        for (let chunk of chunks) {
+          modelData.set(chunk, position);
+          position += chunk.length;
+        }
+      } else {
+        console.log(response);
+        const vocabData = await response.arrayBuffer();
+        const decoder = new TextDecoder("utf-8");
+        modelData = decoder.decode(vocabData).split("\n");
+      }
+
+      const transaction = db.transaction(["models"], "readwrite");
+      const store = transaction.objectStore("models");
+
+      store.put(modelData, modelName);
+      console.log(`Stored model ${modelName} in IndexedDB`);
+    } catch (error) {
+      console.error("Error storing model in IndexedDB:", error);
+    }
+  };
+
+  // Function to load model
+  const loadModel = async (lang) => {
+    setLoading(true);
+    try {
+      await openDB();
+      let modelName = "";
+      let modelURL = "";
+      let vacabFileName = "";
+      let vocabURL = "";
+
+      offlineModelsInfo.map((modelInfoElement) => {
+        if (modelInfoElement.lang === lang) {
+          modelName = modelInfoElement.modelName;
+          modelURL = modelInfoElement.modelURL;
+          vocabURL = modelInfoElement?.vocabUrl;
+          vacabFileName = modelInfoElement?.vacabFileName;
+        }
+      });
+
+      const stored = await isModelStored(modelName);
+
+      if (!stored) {
+        await storeModel(modelName, modelURL, false);
+      } else {
+        window.dispatchEvent(new Event("modelLoaded"));
+        console.log(`Model ${modelName} is already stored in IndexedDB`);
+        return;
+      }
+
+      if (vocabURL) {
+        const vocabStored = await isModelStored(vacabFileName);
+        if (!stored) {
+          await storeModel(vacabFileName, vocabURL, true);
+        } else {
+          console.log(`Model ${vacabFileName} is already stored in IndexedDB`);
+          return;
+        }
+      }
+    } catch (error) {
+      console.log(error.message);
+    } finally {
+      setLoading(false);
+    }
+  };
+
+  // Open IndexedDB
+
+  const openDB = () => {
+    return new Promise((resolve, reject) => {
+      const request = window.indexedDB.open(dbName, dbVersion);
+      request.onerror = (event) => {
+        console.error("IndexedDB error:", event.target.errorCode);
+        reject(event.target.error);
+      };
+      request.onsuccess = (event) => {
+        db = event.target.result;
+        console.log("IndexedDB opened successfully");
+        resolve();
+      };
+      request.onupgradeneeded = (event) => {
+        db = event.target.result;
+        console.log("Creating object store for models");
+        if (!db.objectStoreNames.contains("models")) {
+          db.createObjectStore("models");
+        }
+      };
+    });
+  };
+
+  const handleRedirect = async (lang) => {
     const profileName = getLocalData("profileName");
     if (!username && !profileName && !TOKEN && level === 0) {
       // alert("please add username in query param");
@@ -796,8 +1200,98 @@ const Assesment = ({ discoverStart }) => {
     } else {
       navigate("/practice");
     }
+    if (localStorage.getItem("isOfflineModel") === "true") {
+      let modelName = "";
+      let vacabFileName = "";
+
+      offlineModelsInfo.map((modelInfoElement) => {
+        if (modelInfoElement.lang === lang) {
+          modelName = modelInfoElement.modelName;
+          vacabFileName = modelInfoElement?.vacabFileName;
+        }
+      });
+
+      await openDB();
+      const stored = await isModelStored(modelName);
+      if (stored) {
+        window.dispatchEvent(new Event("modelLoaded"));
+        console.log(`Model ${modelName} is already stored in IndexedDB`);
+      } else {
+        alert(`you have to download en-offline model`);
+        if (lang != "en") {
+          await loadModel(lang);
+        } else {
+          window.sherpaModule.loadModel();
+        }
+        return;
+      }
+      if (lang !== "en") {
+        await loadModelIndic(modelName);
+        await loadVocabIndic(vacabFileName);
+      } else {
+        if (!window.sherpaRecognizer) {
+          await window.sherpaModule.loadModel();
+          await fileExists("transducer-encoder.onnx");
+          let config = {
+            modelConfig: {
+              debug: 1,
+              tokens: "./tokens.txt",
+            },
+          };
+          config.modelConfig.transducer = {
+            encoder: "./transducer-encoder.onnx",
+            decoder: "./transducer-decoder.onnx",
+            joiner: "./transducer-joiner.onnx",
+          };
+          config.modelConfig.modelType = "transducer";
+          let recognizer = new window.OfflineRecognizer(
+            config,
+            window.sherpaModule
+          );
+          window.sherpaRecognizer = recognizer;
+          console.log("recognizer is created!", recognizer);
+
+          if (import.meta.env.VITE_APP_SHERPA_VAD_ENABLED === "true") {
+            let vad = window.createVad(window.sherpaModule);
+            window.vad = vad;
+            console.log("vad is created!", vad);
+
+            let buffer = new CircularBuffer(30 * 16000, window.sherpaModule);
+            window.wasmBuffer = buffer;
+            console.log("CircularBuffer is created!", buffer);
+          }
+
+          function fileExists(filename) {
+            let buffer = null;
+            try {
+              const filenameLen = Module.lengthBytesUTF8(filename) + 1;
+              const buffer = Module._malloc(filenameLen);
+              if (!buffer) {
+                throw new Error("Failed to allocate memory");
+              }
+              Module.stringToUTF8(filename, buffer, filenameLen);
+
+              let exists = Module._SherpaOnnxFileExists(buffer);
+
+              Module._free(buffer);
+
+              return exists;
+            } catch (error) {
+              console.error("Error checking file existence:", error);
+              return false;
+            } finally {
+              if (buffer) {
+                Module._free(buffer);
+              }
+            }
+          }
+        }
+      }
+    }
   };
 
+  window.handleRedirect = handleRedirect;
+
   const images = {
     desktopLevel1,
     desktopLevel2,
@@ -845,6 +1339,14 @@ const Assesment = ({ discoverStart }) => {
 
   return (
     <>
+      {loading && (
+        <ProgressOverlay
+          size="4rem"
+          color={"#ffffff"}
+          showLinearProgress={true}
+          downloadProgress={downloadProgress}
+        />
+      )}
       {!!openMessageDialog && (
         <MessageDialog
           message={openMessageDialog.message}
@@ -856,12 +1358,27 @@ const Assesment = ({ discoverStart }) => {
         />
       )}
       {openLangModal && (
-        <LanguageModal {...{ lang, setLang, setOpenLangModal }} />
+        <LanguageModal
+          {...{
+            lang,
+            setLang,
+            setOpenLangModal,
+            setLoading,
+            setDownloadProgress,
+          }}
+        />
       )}
       {level > 0 ? (
         <Box style={sectionStyle}>
           <ProfileHeader
-            {...{ level, lang, setOpenLangModal, points, setOpenMessageDialog }}
+            {...{
+              level,
+              lang,
+              setOpenLangModal,
+              points,
+              loading,
+              setOpenMessageDialog,
+            }}
           />
           <Box>
             {import.meta.env.VITE_SHOW_HELP_VIDEO === "true" && (
@@ -904,7 +1421,9 @@ const Assesment = ({ discoverStart }) => {
                   cursor: "pointer",
                   boxShadow: `3px 3px 10px ${levelConfig[level].color}80`,
                 }}
-                onClick={handleRedirect}
+                onClick={async () => {
+                  await handleRedirect(lang);
+                }}
               >
                 <span
                   style={{
@@ -1004,7 +1523,9 @@ const Assesment = ({ discoverStart }) => {
                   mt: { xs: 1, md: 2 },
                   zIndex: 9999,
                 }}
-                onClick={handleRedirect}
+                onClick={async () => {
+                  await handleRedirect(lang);
+                }}
               >
                 <StartAssessmentButton />
               </Box>
diff --git a/src/components/AssesmentEnd/AssesmentEnd.jsx b/src/components/AssesmentEnd/AssesmentEnd.jsx
index df5e52fc..a211c73a 100644
--- a/src/components/AssesmentEnd/AssesmentEnd.jsx
+++ b/src/components/AssesmentEnd/AssesmentEnd.jsx
@@ -9,7 +9,7 @@ import {
   setLocalData,
 } from "../../utils/constants";
 import homeBackground from "../../assets/images/homeBackground.png";
-import { Typography } from "../../../node_modules/@mui/material/index";
+import { Typography } from "@mui/material";
 import { useNavigate } from "react-router-dom";
 import axios from "axios";
 import { useEffect, useState } from "react";
diff --git a/src/components/CommonComponent/CircularProgressOverlay.jsx b/src/components/CommonComponent/CircularProgressOverlay.jsx
new file mode 100644
index 00000000..c24691f1
--- /dev/null
+++ b/src/components/CommonComponent/CircularProgressOverlay.jsx
@@ -0,0 +1,21 @@
+import React from "react";
+import { Box, CircularProgress } from "@mui/material";
+
+const CircularProgressOverlay = ({ size, color }) => (
+  <Box
+    sx={{
+      display: "flex",
+      position: "absolute",
+      zIndex: 999,
+      justifyContent: "center",
+      width: "100%",
+      alignItems: "center",
+      height: "100vh",
+      backgroundColor: "rgb(0 0 0 / 56%)",
+    }}
+  >
+    <CircularProgress size={size} sx={{ color: color }} />
+  </Box>
+);
+
+export default CircularProgressOverlay;
diff --git a/src/components/CommonComponent/ProgressOverlay.jsx b/src/components/CommonComponent/ProgressOverlay.jsx
new file mode 100644
index 00000000..c1828f7c
--- /dev/null
+++ b/src/components/CommonComponent/ProgressOverlay.jsx
@@ -0,0 +1,88 @@
+import React from "react";
+import {
+  Box,
+  CircularProgress,
+  LinearProgress,
+  Typography,
+} from "@mui/material";
+import RunnungBoy from "../../assets/images/boy-running.gif";
+
+const ProgressOverlay = ({
+  size,
+  color = "#ffffff",
+  showLinearProgress = false,
+  downloadProgress = 0,
+}) => (
+  <Box
+    sx={{
+      display: "flex",
+      position: "absolute",
+      zIndex: 999,
+      justifyContent: "center",
+      width: "100%",
+      alignItems: "center",
+      height: "100vh",
+      backgroundColor: "rgb(0 0 0 /36%)",
+    }}
+  >
+    {showLinearProgress ? (
+      <Box sx={{ position: "relative", width: "40%" }}>
+        <LinearProgress
+          variant="determinate"
+          value={downloadProgress}
+          sx={{
+            borderRadius: 5,
+            height: 20,
+            "& .MuiLinearProgress-bar": {
+              backgroundColor: "#000000",
+            },
+          }}
+        />
+        <Box
+          sx={{
+            position: "absolute",
+            top: -55, // Adjust the vertical position of the emoji
+            left: `${downloadProgress}%`,
+            transform: "translateX(-50%)",
+            transition: "left 0.2s linear", // Smooth transition for emoji movement
+            fontSize: 24, // Adjust the size of the emoji
+          }}
+        >
+          <img
+            style={{ height: "57px", paddingBottom: "10px" }}
+            src={RunnungBoy}
+          />
+        </Box>
+        <Box
+          sx={{
+            position: "absolute",
+            top: 0,
+            left: 0,
+            right: 0,
+            bottom: 0,
+            display: "flex",
+            alignItems: "center",
+            justifyContent: "center",
+            pointerEvents: "none", // Prevents interaction with the overlay
+            textAlign: "center", // Center the text horizontally
+          }}
+        >
+          <Typography
+            variant="body2"
+            fontWeight="bold"
+            sx={{
+              color: "common.white",
+              mixBlendMode: "difference",
+            }}
+          >
+            LOADING… {`${Math.round(Number(downloadProgress))}%`}
+          </Typography>
+        </Box>
+      </Box>
+    ) : (
+      <CircularProgress size={size} sx={{ color: color }} />
+    )}
+  </Box>
+);
+
+export default ProgressOverlay;
diff --git a/src/components/DiscoverSentance/DiscoverSentance.jsx b/src/components/DiscoverSentance/DiscoverSentance.jsx
index 9fb295a3..e2dcd5d9 100644
--- a/src/components/DiscoverSentance/DiscoverSentance.jsx
+++ b/src/components/DiscoverSentance/DiscoverSentance.jsx
@@ -1,6 +1,6 @@
 import { useEffect, useState } from "react";
 import { useNavigate } from "react-router-dom";
-import axios from "../../../node_modules/axios/index";
+import axios from "axios";
 import elephant from "../../assets/images/elephant.svg";
 import {
   callConfetti,
diff --git a/src/components/DownloadProgressModal.jsx b/src/components/DownloadProgressModal.jsx
new file mode 100644
index 00000000..2ba498a2
--- /dev/null
+++ b/src/components/DownloadProgressModal.jsx
@@ -0,0 +1,34 @@
+import React from "react";
+import { Box, Typography, LinearProgress, Modal } from "@mui/material";
+
+const DownloadProgressModal = ({ open, progress }) => {
+  return (
+    <Modal
+      open={open}
+      sx={{ display: "flex", alignItems: "center", justifyContent: "center" }}
+    >
+      <Box
+        sx={{
+          width: 400,
+          bgcolor: "background.paper",
+          boxShadow: 24,
+          p: 4,
+          borderRadius: 2,
+          textAlign: "center",
+        }}
+      >
+        <Typography variant="h6" gutterBottom>
+          Downloading Model...
+        </Typography>
+        <LinearProgress
+          variant="determinate"
+          value={Number(progress)}
+          sx={{ mt: 2, mb: 2 }}
+        />
+        <Typography variant="body1">{progress}% downloaded</Typography>
+      </Box>
+    </Modal>
+  );
+};
+
+export default DownloadProgressModal;
diff --git a/src/components/Layouts.jsx/MainLayout.jsx b/src/components/Layouts.jsx/MainLayout.jsx
index c3625748..da0d1505 100644
--- a/src/components/Layouts.jsx/MainLayout.jsx
+++ b/src/components/Layouts.jsx/MainLayout.jsx
@@ -67,6 +67,8 @@ import zIndex from "@mui/material/styles/zIndex";
 
 const theme = createTheme();
 
+import DownloadProgressModal from "../DownloadProgressModal";
+
 const MainLayout = (props) => {
   const isMobile = useMediaQuery(theme.breakpoints.down("sm"));
   const isTablet = useMediaQuery(theme.breakpoints.between("sm", "md"));
@@ -235,6 +237,20 @@ const MainLayout = (props) => {
       setLocalData("rFlow", false);
     }
   }, [language]);
+  // Offline
+  const [downloadProgress, setDownloadProgress] = useState(0);
+
+  useEffect(() => {
+    // Make sure to clean up the global callback when the component unmounts.
+    window.onDownloadProgress = (progress) => {
+      setDownloadProgress(progress);
+    };
+    return () => {
+      window.onDownloadProgress = null;
+    };
+  }, []);
+
+  //console.log('Main Layout Array', storedData, pageName);
 
   const handleAudioPlay = (index) => {
     const audioElem = audioRefs.current[index];
@@ -398,6 +414,8 @@ const MainLayout = (props) => {
         </Box>
       )}
       <Box sx={{ position: "absolute", top: "15px", right: "80px" }}></Box>
+      <DownloadProgressModal open={false} progress={downloadProgress} />
+
       {loading ? (
         <Card
           sx={{
diff --git a/src/components/Mechanism/WordsOrImage.jsx b/src/components/Mechanism/WordsOrImage.jsx
index a6bc3f42..d41145c9 100644
--- a/src/components/Mechanism/WordsOrImage.jsx
+++ b/src/components/Mechanism/WordsOrImage.jsx
@@ -51,6 +51,7 @@ const isChrome = true;
 
 const WordsOrImage = ({
   handleNext,
+  offilnePractice = false,
   mechanism_id = "",
   background,
   header,
@@ -93,6 +94,7 @@ const WordsOrImage = ({
   isNextButtonCalled,
   setIsNextButtonCalled,
   audioLink,
+  setOfflineReport,
 }) => {
   const audioRefs = createRef(null);
   const [audioInstance, setAudioInstance] = useState(null);
@@ -1050,7 +1052,9 @@ const WordsOrImage = ({
             mt: isMobile ? 2 : 0,
           }}
         >
-          {language === "en" && (level === 1 || level === 2 || level === 3) && !isShowCase ? (
+          {language === "en" &&
+          (level === 1 || level === 2 || level === 3) &&
+          !isShowCase ? (
             <div>
               {showSpeakButton && (
                 <Box
@@ -1179,12 +1183,14 @@ const WordsOrImage = ({
             </div>
           ) : (
             <VoiceAnalyser
+              offilnePractice={offilnePractice}
               pageName={"wordsorimage"}
               setVoiceText={setVoiceText}
               updateStoredData={updateStoredData}
               setRecordedAudio={setRecordedAudio}
               setVoiceAnimate={setVoiceAnimate}
               storyLine={storyLine}
+              setOfflineReport={setOfflineReport}
               dontShowListen={type === "image" || isDiscover}
               originalText={words}
               handleNext={handleNext}
@@ -1197,6 +1203,7 @@ const WordsOrImage = ({
                 currentLine: currentStep - 1,
                 playTeacherAudio,
                 callUpdateLearner,
+                offilnePractice,
                 setEnableNext,
                 livesData,
                 setLivesData,
@@ -1230,7 +1237,7 @@ WordsOrImage.propTypes = {
   callUpdateLearner: PropTypes.bool,
   disableScreen: PropTypes.bool,
   isShowCase: PropTypes.bool,
-  handleBack: PropTypes.func.isRequired,
+  handleBack: PropTypes.any,
   setEnableNext: PropTypes.func.isRequired,
   startShowCase: PropTypes.bool,
   setStartShowCase: PropTypes.func,
diff --git a/src/components/ModelLoaderIndicator.jsx b/src/components/ModelLoaderIndicator.jsx
new file mode 100644
index 00000000..08247570
--- /dev/null
+++ b/src/components/ModelLoaderIndicator.jsx
@@ -0,0 +1,111 @@
+import React, { useState, useEffect } from "react";
+import { Box, Button, Typography } from "@mui/material";
+import { styled, keyframes } from "@mui/material/styles";
+
+// A styled bulb indicator that changes color based on status.
+const Bulb = styled(Box)(({ status }) => ({
+  width: "10px",
+  height: "10px",
+  borderRadius: "50%",
+  backgroundColor:
+    status === "loading" ? "red" : status === "loaded" ? "green" : "#bbb",
+  margin: "3px",
+  transition: "background-color 0.5s ease",
+  boxShadow: status === "loading" ? "0 0 10px red" : "none",
+}));
+
+const ModelLoaderIndicator = () => {
+  const [progress, setProgress] = useState(0);
+  const [loading, setLoading] = useState(false);
+  const [modelLoaded, setModelLoaded] = useState(window.modelLoaded);
+
+  // Listen for custom events.
+  useEffect(() => {
+    const handleLoading = () => {
+      console.log("Event: loadingModel received");
+      setLoading(true);
+      setModelLoaded(false);
+      setProgress(0);
+    };
+
+    const handleProgress = (e) => {
+      console.log(
+        "Event: modelProgress received with progress:",
+        e.detail.progress
+      );
+      setProgress(e.detail.progress);
+    };
+
+    const handleLoaded = () => {
+      console.log("Event: modelLoaded received");
+      setModelLoaded(true);
+      setLoading(false);
+    };
+
+    window.addEventListener("loadingModel", handleLoading);
+    window.addEventListener("modelProgress", handleProgress);
+    window.addEventListener("modelLoaded", handleLoaded);
+
+    return () => {
+      window.removeEventListener("loadingModel", handleLoading);
+      window.removeEventListener("modelProgress", handleProgress);
+      window.removeEventListener("modelLoaded", handleLoaded);
+    };
+  }, []);
+
+  // Determine current status for the bulb.
+  const status = modelLoaded ? "loaded" : loading ? "loading" : "idle";
+
+  return (
+    <>
+      {/* For testing, a button to simulate model load */}
+      {/* <Button
+        variant="contained"
+        onClick={() => {
+          // For testing, call the loadPackage with dummy metadata.
+          // In your app, loadPackage will be called elsewhere.
+          loadPackage({ remote_package_size: 1000 });
+        }}
+        sx={{ mb: 2 }}
+      >
+        Start Model Loading
+      </Button> */}
+      {!modelLoaded && loading && (
+        <>
+          <Bulb status={status} />
+          <Typography variant="body1" color="error">
+            Offline Model is loading... {progress}%
+          </Typography>
+          <Box
+            sx={{
+              height: "10px",
+              backgroundColor: "#ddd",
+              borderRadius: "5px",
+              mt: 1,
+              overflow: "hidden",
+            }}
+          >
+            <Box
+              sx={{
+                width: `${progress}%`,
+                height: "100%",
+                backgroundColor: "#ff4d4d",
+                transition: "width 0.3s ease",
+              }}
+            />
+          </Box>
+        </>
+      )}
+      {modelLoaded && (
+        <>
+          <Bulb status={status} />
+          <Typography variant="body1" color="success.main">
+            Offline Model Activated!
+          </Typography>
+        </>
+      )}
+    </>
+  );
+};
+
+export default ModelLoaderIndicator;
diff --git a/src/components/OfflineModelManager.js b/src/components/OfflineModelManager.js
new file mode 100644
index 00000000..8d3dfa0e
--- /dev/null
+++ b/src/components/OfflineModelManager.js
@@ -0,0 +1,256 @@
+import { offlineModelsInfo, getLocalData } from "../utils/constants";
+
+const dbName = "language-ai-models";
+const dbVersion = 1;
+let db;
+
+export const openDB = () => {
+  return new Promise((resolve, reject) => {
+    const request = window.indexedDB.open(dbName, dbVersion);
+    request.onerror = (event) => {
+      console.error("IndexedDB error:", event.target.errorCode);
+      reject(event.target.error);
+    };
+    request.onsuccess = (event) => {
+      db = event.target.result;
+      console.log("IndexedDB opened successfully");
+      resolve();
+    };
+    request.onupgradeneeded = (event) => {
+      db = event.target.result;
+      console.log("Creating object store for models");
+      if (!db.objectStoreNames.contains("models")) {
+        db.createObjectStore("models");
+      }
+    };
+  });
+};
+
+export const storeModel = async (
+  modelName,
+  modelURL,
+  setDownloadProgress,
+  isVocabModel
+) => {
+  try {
+    console.log("Fetching:", modelURL);
+    const response = await fetch(modelURL);
+    if (!response.ok) {
+      throw new Error(`HTTP error! Status: ${response.status}`);
+    }
+
+    let modelData;
+    if (!isVocabModel) {
+      const reader = response.body.getReader();
+      const contentLength = +response.headers.get("Content-Length");
+      let receivedLength = 0;
+      const chunks = [];
+
+      while (true) {
+        const { done, value } = await reader.read();
+        if (done) break;
+        chunks.push(value);
+        receivedLength += value.length;
+        // Update progress if provided
+        if (setDownloadProgress) {
+          const percentage = (receivedLength / contentLength) * 100;
+          setDownloadProgress(percentage.toFixed());
+        }
+      }
+
+      modelData = new Uint8Array(receivedLength);
+      let position = 0;
+      for (let chunk of chunks) {
+        modelData.set(chunk, position);
+        position += chunk.length;
+      }
+    } else {
+      const vocabData = await response.arrayBuffer();
+      const decoder = new TextDecoder("utf-8");
+      modelData = decoder.decode(vocabData).split("\n");
+    }
+
+    const transaction = db.transaction(["models"], "readwrite");
+    const store = transaction.objectStore("models");
+    store.put(modelData, modelName);
+    console.log(`Stored model ${modelName} in IndexedDB`);
+  } catch (error) {
+    console.error("Error storing model in IndexedDB:", error);
+  }
+};
+
+export const isModelStored = (modelName) => {
+  return new Promise((resolve, reject) => {
+    const transaction = db.transaction(["models"], "readonly");
+    const store = transaction.objectStore("models");
+    const request = store.get(modelName);
+
+    request.onerror = (event) => {
+      console.error(
+        "Error checking model in IndexedDB:",
+        event.target.errorCode
+      );
+      reject(event.target.error);
+    };
+
+    request.onsuccess = (event) => {
+      resolve(!!event.target.result);
+    };
+  });
+};
+
+export const loadOfflineModel = async (selectedLang, setDownloadProgress) => {
+  try {
+    await openDB();
+    let modelName = "";
+    let modelURL = "";
+    let vocabURL = "";
+    let vocabFileName = "";
+
+    offlineModelsInfo.forEach((modelInfo) => {
+      if (modelInfo.lang === selectedLang) {
+        modelName = modelInfo.modelName;
+        modelURL = modelInfo.modelURL;
+        vocabURL = modelInfo.vocabUrl;
+        vocabFileName = modelInfo.vacabFileName;
+      }
+    });
+
+    // Check and store the vocabulary model if available
+    if (vocabURL) {
+      const vocabStored = await isModelStored(vocabFileName);
+      if (!vocabStored) {
+        await storeModel(vocabFileName, vocabURL, setDownloadProgress, true);
+      } else {
+        console.log(`Vocabulary model ${vocabFileName} is already stored`);
+      }
+    }
+
+    // Check and store the main model
+    const stored = await isModelStored(modelName);
+    if (!stored) {
+      await storeModel(modelName, modelURL, setDownloadProgress, false);
+    } else {
+      console.log(`Model ${modelName} is already stored in IndexedDB`);
+    }
+  } catch (error) {
+    console.error(error.message);
+  }
+};
+
+export const loadOfflineModelSession = async (modelName) => {
+  try {
+    const transaction = db.transaction(["models"], "readonly");
+    const store = transaction.objectStore("models");
+    const request = store.get(modelName);
+
+    request.onsuccess = async () => {
+      const modelData = request.result;
+      if (window.offlineSession === undefined) {
+        window.offlineSession = await window.ort.InferenceSession.create(
+          modelData
+        );
+        console.log("Offline model session created:", window.offlineSession);
+      }
+    };
+
+    request.onerror = (err) => {
+      console.error(`Error getting model data: ${err}`);
+    };
+  } catch (error) {
+    console.error("Error loading offline model session:", error);
+  }
+};
+
+export const loadOfflineVocab = async (vocabFileName) => {
+  try {
+    const transaction = db.transaction(["models"], "readonly");
+    const store = transaction.objectStore("models");
+    const request = store.get(vocabFileName);
+
+    request.onsuccess = async () => {
+      window.offlineVocab = request.result;
+      console.log("Offline vocab loaded.");
+    };
+
+    request.onerror = (err) => {
+      console.error(`Error getting vocab data: ${err}`);
+    };
+  } catch (error) {
+    console.error("Error loading offline vocab:", error);
+  }
+};
+
+/**
+ * Updated handleRedirect:
+ *  - Instead of blocking redirection until the model loads, we kick off the model loading in the background.
+ *  - The progress callback (setDownloadProgress) will update the UI as the model downloads.
+ *  - The redirect callback is called immediately.
+ */
+export const handleRedirect = async (lang, callback, setDownloadProgress) => {
+  if (localStorage.getItem("isOfflineModel") === "true") {
+    let modelName = "";
+    let vacabFileName = "";
+
+    offlineModelsInfo.forEach((modelInfoElement) => {
+      if (modelInfoElement.lang === lang) {
+        modelName = modelInfoElement.modelName;
+        vacabFileName = modelInfoElement?.vacabFileName;
+      }
+    });
+
+    await openDB();
+    isModelStored(modelName)
+      .then((stored) => {
+        if (!stored) {
+          console.log(
+            `Model ${modelName} is not stored, starting download in background.`
+          );
+          // Kick off offline model loading (which shows progress) without awaiting it.
+          loadOfflineModel(lang, setDownloadProgress).catch(console.error);
+        } else {
+          console.log(`Model ${modelName} is already stored in IndexedDB.`);
+        }
+      })
+      .catch(console.error);
+
+    // For non-English languages, kick off additional background tasks.
+    if (lang !== "en") {
+      // loadModelIndic and loadVocabIndic should be defined elsewhere.
+      loadModelIndic(modelName).catch(console.error);
+      loadVocabIndic(vacabFileName).catch(console.error);
+    } else {
+      if (!window.sherpaRecognizer) {
+        window.sherpaModule.loadModel().catch(console.error);
+        // Other operations for the English model can run in the background.
+        fileExists("transducer-encoder.onnx");
+        // Additional configuration and recognizer setup...
+      }
+    }
+
+    // Immediately trigger the redirect callback without waiting for model loading to finish.
+    callback && callback();
+  }
+};
+
+function fileExists(filename) {
+  let buffer = null;
+  try {
+    const filenameLen = Module.lengthBytesUTF8(filename) + 1;
+    buffer = Module._malloc(filenameLen);
+    if (!buffer) {
+      throw new Error("Failed to allocate memory");
+    }
+    Module.stringToUTF8(filename, buffer, filenameLen);
+    let exists = Module._SherpaOnnxFileExists(buffer);
+    Module._free(buffer);
+    return exists;
+  } catch (error) {
+    console.error("Error checking file existence:", error);
+    return false;
+  } finally {
+    if (buffer) {
+      Module._free(buffer);
+    }
+  }
+}
diff --git a/src/csp.js b/src/csp.js
index ab5c4ca0..10ba352e 100644
--- a/src/csp.js
+++ b/src/csp.js
@@ -15,7 +15,7 @@ export const getCSP = (envVariables) => {
       font-src 'self' https://fonts.gstatic.com https://fonts.cdnfonts.com;
       img-src 'self' data: https://raw.githubusercontent.com https://cdn.jsdelivr.net https://images.squarespace-cdn.com ${VITE_AWS_S3_BUCKET_CONTENT_URL} ${VITE_AWS_S3_BUCKET_URL};
       media-src 'self' blob: ${VITE_AWS_S3_BUCKET_URL} ${VITE_AWS_S3_BUCKET_CONTENT_URL} https://raw.githubusercontent.com ;
-      connect-src 'self' ${VITE_HOST} ${VITE_LEARNER_AI_BASE_URL} blob:;
+      connect-src 'self' https://unpkg.com ${VITE_HOST} ${VITE_LEARNER_AI_BASE_URL} blob:;
       form-action 'self';
       frame-src 'self' https://www.google.com https://www.gstatic.com;
       object-src 'none';
diff --git a/src/routes/index.js b/src/routes/index.js
index 3cd6064f..63da982e 100644
--- a/src/routes/index.js
+++ b/src/routes/index.js
@@ -47,7 +47,6 @@ const routData = [
     component: reviews.AssesmentEnd,
     requiresAuth: true,
   },
-
   {
     id: "route-008",
     path: "/level-page",
diff --git a/src/services/telementryService.js b/src/services/telementryService.js
index 14c70cc0..24956234 100644
--- a/src/services/telementryService.js
+++ b/src/services/telementryService.js
@@ -244,7 +244,7 @@ export const getEventOptions = () => {
 
   if (localStorage.getItem("token") !== null) {
     let jwtToken = localStorage.getItem("token");
-    console.log("newToken", jwtToken);
+    //console.log("newToken", jwtToken);
 
     //var userDetails = jwtDecode(jwtToken);
     //emis_username = userDetails.emis_username;
diff --git a/src/utils/AudioCompare.jsx b/src/utils/AudioCompare.jsx
index 251b25d1..7ba54116 100644
--- a/src/utils/AudioCompare.jsx
+++ b/src/utils/AudioCompare.jsx
@@ -77,8 +77,6 @@ const AudioRecorder = (props) => {
           }
           setIsRecording(false);
           props.setEnableNext?.(true);
-
-          props.handleStopRecording?.();
         });
       }
     }, 500);
@@ -88,7 +86,11 @@ const AudioRecorder = (props) => {
 
   const saveBlob = (blob) => {
     const url = window.URL.createObjectURL(blob);
-    props?.setRecordedAudio(url);
+    if (localStorage.getItem("isOfflineModel") === "true") {
+      props?.handleProcess(url);
+    } else {
+      props?.setRecordedAudio(url);
+    }
   };
 
   const getPulseAnimationStyle = (color) => ({
diff --git a/src/utils/Loader.js b/src/utils/Loader.js
deleted file mode 100644
index 9d9f290a..00000000
--- a/src/utils/Loader.js
+++ /dev/null
@@ -1,17 +0,0 @@
-import React from 'react';
-import './Loader.css';
-
-function Loader() {
-    return (
-        <div>
-            <div className="wrapper">
-                <span className="dot"></span>
-                <span className="dot"></span>
-                <span className="dot"></span>
-                <span className="dot"></span>
-            </div>
-        </div>
-    );
-}
-
-export default Loader;
diff --git a/src/utils/Loader.jsx b/src/utils/Loader.jsx
new file mode 100644
index 00000000..85f06f13
--- /dev/null
+++ b/src/utils/Loader.jsx
@@ -0,0 +1,17 @@
+import React from "react";
+import "./Loader.css";
+
+function Loader() {
+  return (
+    <div>
+      <div className="wrapper">
+        <span className="dot"></span>
+        <span className="dot"></span>
+        <span className="dot"></span>
+        <span className="dot"></span>
+      </div>
+    </div>
+  );
+}
+
+export default Loader;
diff --git a/src/utils/VoiceAnalyser.jsx b/src/utils/VoiceAnalyser.jsx
index 1d0c3041..05722832 100644
--- a/src/utils/VoiceAnalyser.jsx
+++ b/src/utils/VoiceAnalyser.jsx
@@ -1,7 +1,7 @@
-import { useEffect, useState } from "react";
+import React, { useEffect, useState } from "react";
 import { Box, CircularProgress } from "@mui/material";
 import axios from "axios";
-import { calcCER } from "character-error-rate";
+import calcCER from "character-error-rate";
 import s1 from "../assets/audio/S1.m4a";
 import s2 from "../assets/audio/S2.m4a";
 import s3 from "../assets/audio/S3.m4a";
@@ -28,13 +28,23 @@ import {
   getLocalData,
   replaceAll,
   NextButtonRound,
+  rnnoiseModelPath,
 } from "./constants";
 import config from "./urlConstants.json";
 import { filterBadWords } from "./Badwords";
-import S3Client from "../config/awsS3";
+import { fetchFile } from "@ffmpeg/ffmpeg";
+import useFFmpeg from "./useFFmpeg";
+import * as fuzz from "fuzzball";
 import { PutObjectCommand } from "@aws-sdk/client-s3";
+import S3Client from "../config/awsS3";
+import * as wasm from "indicasr-wasm";
+import { ConstructionOutlined } from "@mui/icons-material";
+import { set } from "lodash";
+import { useNavigate } from "react-router-dom";
+import { original } from "@reduxjs/toolkit";
 import usePreloadAudio from "../hooks/usePreloadAudio";
 import { updateLearnerProfile } from "../services/learnerAi/learnerAiService";
+
 /* eslint-disable */
 
 const AudioPath = {
@@ -58,12 +68,14 @@ const AudioPath = {
     5: s6,
   },
 };
+
 const currentIndex = localStorage.getItem("index") || 1;
 function VoiceAnalyser(props) {
   const [loadCnt, setLoadCnt] = useState(0);
   const [loader, setLoader] = useState(false);
   const [pauseAudio, setPauseAudio] = useState(false);
   const [recordedAudio, setRecordedAudio] = useState("");
+  const [recordedPauseCount, setRecordedPauseCount] = useState(0);
   const [recordedAudioBase64, setRecordedAudioBase64] = useState("");
   const [enableAfterLoad, setEnableAfterLoad] = useState(false);
   const [audioPermission, setAudioPermission] = useState(null);
@@ -75,12 +87,15 @@ function VoiceAnalyser(props) {
   const { callUpdateLearner } = props;
   const lang = getLocalData("lang");
   const { livesData, setLivesData } = props;
+  const navigate = useNavigate();
   const [isAudioPreprocessing, setIsAudioPreprocessing] = useState(
     import.meta.env.VITE_IS_AUDIOPREPROCESSING === "true"
   );
   const [isMatching, setIsMatching] = useState(false);
-  const livesAddAudio = usePreloadAudio(livesAdd);
-  const livesCutAudio = usePreloadAudio(livesCut);
+  const livesAddAudioPreloaded = usePreloadAudio(livesAdd);
+  const livesCutAudioPreloaded = usePreloadAudio(livesCut);
+
+  const [recordedBlob, setRecordedBlob] = useState(null);
 
   //console.log('audio', recordedAudio, isMatching);
 
@@ -90,6 +105,375 @@ function VoiceAnalyser(props) {
     }
   }, [props.enableNext]);
 
+  const [nonDenoisedText, setNonDenoisedText] = useState("");
+  const [nonDenoisedTextTokens, setNonDenoisedTextTokens] = useState([]);
+  const [denoisedTextTokens, setDenoisedTextTokens] = useState([]);
+  const [denoisedText, setDenoisedText] = useState("");
+
+  const { ffmpeg, loading } = useFFmpeg();
+
+  const handleProcess = async (recordedBlob) => {
+    if (!window.sherpaRecognizer) {
+      // alert("Offline model not loaded, please logout and relogin to load the model");
+      // navigate("/login");
+    }
+    setRecordedBlob(recordedBlob);
+    try {
+      let nondenoisedBlob;
+      let nonDenoisedRes;
+      let newDenoisedUrl;
+
+      if (props.offilnePractice) {
+        try {
+          if (lang === "en") {
+            await ffmpeg.FS(
+              "writeFile",
+              "recorded.webm",
+              await fetchFile(recordedBlob)
+            );
+
+            let nondenoiseddata;
+            try {
+              nondenoiseddata = ffmpeg.FS("readFile", "recorded.webm");
+            } catch (error) {
+              console.error("Error reading recorded file:", error);
+              return;
+            }
+            nondenoisedBlob = new Blob([nondenoiseddata.buffer], {
+              type: "audio/webm",
+            });
+
+            nonDenoisedRes = await getResponseText(nondenoisedBlob);
+          } else {
+            const transcodedArrayBuffer = await transcodeFile(
+              recordedBlob,
+              "webm",
+              false
+            );
+
+            const byteArray = new Uint8Array(transcodedArrayBuffer);
+            const processed_data = wasm.run_preprocessor(byteArray);
+            const logits = await runModel(processed_data);
+            let vocab = window.offlineVocab;
+            let topK = 2;
+            const batch_size = 1;
+            const vocab_size = vocab.length - 1;
+            const time_steps = logits.length / (vocab_size * batch_size);
+            const offset = Number(vocab[0]);
+            const actual_vocab_size = Number(vocab[1]);
+
+            let output;
+            if (topK > 1) {
+              output = wasm.decode_logprobs_topk(
+                logits,
+                new Uint32Array([batch_size, time_steps, vocab_size]),
+                vocab.slice(2),
+                offset,
+                actual_vocab_size,
+                topK
+              );
+            } else {
+              output = wasm.decode_logprobs(
+                logits,
+                new Uint32Array([batch_size, time_steps, vocab_size]),
+                vocab.slice(2),
+                offset,
+                actual_vocab_size
+              );
+            }
+
+            console.log(output);
+            nonDenoisedRes = output[0]?.text || "";
+            setNonDenoisedTextTokens([...nonDenoisedTextTokens, output]);
+          }
+
+          nonDenoisedRes = await filterBadWords(nonDenoisedRes);
+          setNonDenoisedText(nonDenoisedRes);
+        } catch (error) {
+          console.error("Error getting non denoised text:", error);
+        }
+      }
+
+      let denoisedRes;
+
+      if (props.offilnePractice) {
+        try {
+          await ffmpeg.FS(
+            "writeFile",
+            "cb.rnnn",
+            await fetchFile(rnnoiseModelPath)
+          );
+
+          await ffmpeg.run(
+            "-i",
+            "recorded.webm",
+            "-af",
+            "arnndn=m=cb.rnnn",
+            "output.wav"
+          );
+
+          let data;
+          try {
+            data = ffmpeg.FS("readFile", "output.wav");
+          } catch (error) {
+            console.error("Error reading output file:", error);
+            return;
+          }
+          const denoisedBlob = new Blob([data.buffer], { type: "audio/wav" });
+          newDenoisedUrl = URL.createObjectURL(denoisedBlob);
+
+          if (props.offilnePractice && lang !== "en") {
+            const transcodedArrayBuffer = await transcodeFile(
+              recordedBlob,
+              "webm",
+              true
+            );
+
+            const byteArray = new Uint8Array(transcodedArrayBuffer);
+            const processed_data = wasm.run_preprocessor(byteArray);
+            const logits = await runModel(processed_data);
+            let vocab = window.offlineVocab;
+            let topK = 2;
+            const batch_size = 1;
+            const vocab_size = vocab.length - 1;
+            const time_steps = logits.length / (vocab_size * batch_size);
+            const offset = Number(vocab[0]);
+            const actual_vocab_size = Number(vocab[1]);
+
+            let output;
+            if (topK > 1) {
+              output = wasm.decode_logprobs_topk(
+                logits,
+                new Uint32Array([batch_size, time_steps, vocab_size]),
+                vocab.slice(2),
+                offset,
+                actual_vocab_size,
+                topK
+              );
+            } else {
+              output = wasm.decode_logprobs(
+                logits,
+                new Uint32Array([batch_size, time_steps, vocab_size]),
+                vocab.slice(2),
+                offset,
+                actual_vocab_size
+              );
+            }
+
+            denoisedRes = output[0].text;
+            setDenoisedTextTokens([...denoisedTextTokens, output]);
+          } else {
+            denoisedRes = await getResponseText(denoisedBlob);
+          }
+
+          denoisedRes = await filterBadWords(denoisedRes);
+          setDenoisedText(denoisedRes);
+        } catch (error) {
+          console.error("Error getting denoised text:", error);
+        }
+      }
+
+      if (newDenoisedUrl === undefined) {
+        newDenoisedUrl = recordedBlob;
+      }
+      setRecordedAudio((prevUrl) => {
+        if (prevUrl) {
+          URL.revokeObjectURL(prevUrl);
+        }
+        return newDenoisedUrl;
+      });
+    } catch (error) {
+      console.error("Error processing audio:", error);
+    }
+    setLoader(false);
+  };
+
+  const transcodeFile = async (recordedBlob, inputType, isDenoised) => {
+    const blobResponse = await fetch(recordedBlob);
+
+    if (!blobResponse.ok) {
+      throw new Error(`HTTP error! Status: ${response.status}`);
+    }
+
+    const audioBlob = await blobResponse.blob();
+    const fileBuffer = await audioBlob.arrayBuffer();
+
+    await ffmpeg.FS(
+      "writeFile",
+      `input.${inputType}`,
+      new Uint8Array(fileBuffer)
+    );
+
+    if (!isDenoised) {
+      await ffmpeg.run(
+        "-i",
+        `input.${inputType}`,
+        "-acodec",
+        "pcm_s16le",
+        "-ar",
+        "16000",
+        "-ac",
+        "1",
+        "output.wav"
+      );
+    } else {
+      await ffmpeg.run(
+        "-i",
+        `input.${inputType}`,
+        "-acodec",
+        "pcm_s16le",
+        "-ar",
+        "16000",
+        "-ac",
+        "1",
+        "-af",
+        "arnndn=m=cb.rnnn",
+        "output.wav"
+      );
+    }
+
+    const outData = await ffmpeg.FS("readFile", "output.wav");
+    return outData.buffer;
+  };
+
+  const runModel = async (data) => {
+    const data_length = data[0][0].length;
+    const i = data.length;
+    const j = data[0].length;
+    const k = data[0][0].length;
+    const arr = [];
+    for (let a = 0; a < i; a++) {
+      for (let b = 0; b < j; b++) {
+        for (let c = 0; c < k; c++) {
+          arr.push(data[a][b][c]);
+        }
+      }
+    }
+    const audio_tensor = new window.ort.Tensor(
+      "float32",
+      new Float32Array(arr),
+      [i, j, k]
+    );
+    const audio_tensor_length = new window.ort.Tensor(
+      "int64",
+      new BigInt64Array([BigInt(data_length)])
+    );
+    const feeds = { audio_signal: audio_tensor, length: audio_tensor_length };
+    const results = await window.offlineSession.run(feeds);
+    return results.logprobs.cpuData;
+  };
+
+  const getResponseText = async (audioBlob) => {
+    try {
+      let printed = false;
+      let lastResult = "";
+      let resultList = [];
+      let vad = window.vad;
+      let buffer = window.wasmBuffer;
+      let result;
+
+      let expectedSampleRate = 16000;
+
+      const arrayBuffer = await audioBlob.arrayBuffer();
+      const audioContext = new AudioContext();
+      const audioBuffer = await audioContext.decodeAudioData(arrayBuffer);
+
+      let recordSampleRate = audioBuffer.sampleRate;
+      let recognizer_stream = window.sherpaRecognizer;
+
+      function downsampleBuffer(buffer, exportSampleRate) {
+        if (exportSampleRate === recordSampleRate) {
+          return buffer;
+        }
+        var sampleRateRatio = recordSampleRate / exportSampleRate;
+        var newLength = Math.round(buffer.length / sampleRateRatio);
+        var result = new Float32Array(newLength);
+        var offsetResult = 0;
+        var offsetBuffer = 0;
+        while (offsetResult < result.length) {
+          var nextOffsetBuffer = Math.round(
+            (offsetResult + 1) * sampleRateRatio
+          );
+          var accum = 0,
+            count = 0;
+          for (
+            var i = offsetBuffer;
+            i < nextOffsetBuffer && i < buffer.length;
+            i++
+          ) {
+            accum += buffer[i];
+            count++;
+          }
+          result[offsetResult] = accum / count;
+          offsetResult++;
+          offsetBuffer = nextOffsetBuffer;
+        }
+        return result;
+      }
+
+      let samples = audioBuffer.getChannelData(0);
+      samples = downsampleBuffer(samples, expectedSampleRate);
+
+      if (import.meta.env.VITE_APP_SHERPA_VAD_ENABLED === "true") {
+        buffer.push(samples);
+
+        while (buffer.size() > vad.config.sileroVad.windowSize) {
+          const s = buffer.get(buffer.head(), vad.config.sileroVad.windowSize);
+          vad.acceptWaveform(s);
+          buffer.pop(vad.config.sileroVad.windowSize);
+
+          if (vad.isDetected() && !printed) {
+            printed = true;
+            lastResult = "Speech detected";
+          }
+
+          if (!vad.isDetected()) {
+            printed = false;
+            if (lastResult != "") {
+              resultList.push(lastResult);
+            }
+            lastResult = "";
+          }
+
+          while (!vad.isEmpty()) {
+            const segment = vad.front();
+            vad.pop();
+
+            try {
+              recognizer_stream = await window.sherpaRecognizer?.createStream();
+              recognizer_stream?.acceptWaveform(
+                expectedSampleRate,
+                segment.samples
+              );
+              window.sherpaRecognizer?.decode(recognizer_stream);
+              result = window.sherpaRecognizer?.getResult(recognizer_stream);
+              recognizer_stream?.free();
+            } catch (error) {
+              console.error("Error getting response text:", error);
+              window.sherpaRecognizer?.free();
+            }
+          }
+        }
+      } else {
+        try {
+          recognizer_stream = await window.sherpaRecognizer?.createStream();
+          recognizer_stream?.acceptWaveform(expectedSampleRate, samples);
+          window.sherpaRecognizer?.decode(recognizer_stream);
+          result = window.sherpaRecognizer?.getResult(recognizer_stream);
+          recognizer_stream?.free();
+        } catch (error) {
+          console.error("Error getting response text:", error);
+          window.sherpaRecognizer?.free();
+        }
+      }
+
+      return result?.text;
+    } catch (error) {
+      console.error("Error getting response text:", error);
+      window.sherpaRecognizer?.free();
+    }
+  };
+
   const initiateValues = async () => {
     const currIndex = (await localStorage.getItem("index")) || 1;
     setCurrentIndex(currIndex);
@@ -291,15 +675,161 @@ function VoiceAnalyser(props) {
 
   useEffect(() => {
     if (props.isNextButtonCalled) {
-      if (recordedAudioBase64 !== "") {
+      if (recordedAudio !== "") {
         const lang = getLocalData("lang") || "ta";
-        fetchASROutput(lang, recordedAudioBase64);
+        if (props.offilnePractice) {
+          // Helper function to get duration from a blob URL
+          const getAudioDuration = async (audioUrl) => {
+            const response = await fetch(audioUrl);
+            const blob = await response.blob();
+            return new Promise((resolve, reject) => {
+              const reader = new FileReader();
+              reader.onload = async () => {
+                try {
+                  const arrayBuffer = reader.result;
+                  const audioContext = new AudioContext();
+                  const audioBuffer = await audioContext.decodeAudioData(
+                    arrayBuffer
+                  );
+                  resolve(audioBuffer.duration);
+                } catch (e) {
+                  reject(e);
+                }
+              };
+              reader.onerror = reject;
+              reader.readAsArrayBuffer(blob);
+            });
+          };
+
+          (async () => {
+            try {
+              const durationSeconds = await getAudioDuration(recordedAudio);
+              const durationMinutes = durationSeconds / 60;
+              const wpmNonDenoised = (
+                nonDenoisedText.split(" ").length / durationMinutes
+              ).toFixed(2);
+              const wpmDenoised = (
+                denoisedText.split(" ").length / durationMinutes
+              ).toFixed(2);
+
+              const fluencyAccuracyNonDenoised = fuzz.ratio(
+                props.originalText,
+                nonDenoisedText
+              );
+              const fluencyAccuracyDenoised = fuzz.ratio(
+                props.originalText,
+                denoisedText
+              );
+
+              const fluencyCategoryNonDenoised = decideFluencyCategory(
+                wpmNonDenoised,
+                fluencyAccuracyNonDenoised
+              );
+              const fluencyCategoryDenoised = decideFluencyCategory(
+                wpmDenoised,
+                fluencyAccuracyDenoised
+              );
+
+              props.setOfflineReport({
+                nonDenoisedText,
+                originalText: props.originalText,
+                nonDenoisedTextTokens,
+                denoisedTextTokens,
+                denoisedText,
+                wpmNonDenoised,
+                fluencyAccuracyNonDenoised,
+                fluencyAccuracyDenoised,
+                wpmDenoised,
+                fluencyCategoryNonDenoised,
+                fluencyCategoryDenoised,
+              });
+
+              // TODO: Remove false when VITE_AWS_S3_BUCKET_NAME and keys added
+              let OfflineAudioFileName = "";
+              const sessionId = getLocalData("sessionId");
+              const { originalText, contentType, contentId, currentLine } =
+                props;
+
+              if (import.meta.env.VITE_CAPTURE_AUDIO === "true") {
+                let getContentId = currentLine;
+                OfflineAudioFileName = `${
+                  import.meta.env.VITE_CHANNEL
+                }/${sessionId}-${Date.now()}-${getContentId}.wav`;
+
+                const command = new PutObjectCommand({
+                  Bucket: import.meta.env.VITE_AWS_S3_BUCKET_NAME,
+                  Key: OfflineAudioFileName,
+                  Body: Uint8Array.from(window.atob(recordedAudioBase64), (c) =>
+                    c.charCodeAt(0)
+                  ),
+                  ContentType: "audio/wav",
+                });
+                try {
+                  await S3Client.send(command);
+                } catch (err) {}
+              }
+
+              response(
+                {
+                  // Required
+                  target:
+                    import.meta.env.VITE_CAPTURE_AUDIO === "true"
+                      ? `${OfflineAudioFileName}`
+                      : "", // Required. Target of the response
+                  //"qid": "", // Required. Unique assessment/question id
+                  type: "OFFLINE", // Required. Type of response. CHOOSE, DRAG, SELECT, MATCH, INPUT, SPEAK, WRITE
+                  values: [
+                    { original_text: props.originalText },
+                    { nonDenoisedText },
+                    { denoisedText },
+                    { fluencyAccuracyNonDenoised },
+                    { fluencyAccuracyDenoised },
+                    { fluencyCategoryNonDenoised },
+                    { fluencyCategoryDenoised },
+                    { duration: durationSeconds },
+                  ],
+                },
+                "ET"
+              );
+
+              if (props.handleNext) {
+                props.handleNext();
+                if (temp_audio !== null) {
+                  temp_audio.pause();
+                  setPauseAudio(false);
+                }
+              }
+              setLoader(false);
+              if (props.setIsNextButtonCalled) {
+                props.setIsNextButtonCalled(false);
+              }
+            } catch (error) {
+              setLoader(false);
+              console.error("Error getting audio duration:", error);
+            }
+          })();
+        } else {
+          fetchASROutput(lang, recordedAudioBase64);
+        }
         setLoader(true);
         setEnableAfterLoad(false);
       }
     }
   }, [props.isNextButtonCalled]);
 
+  const decideFluencyCategory = (wpm, accuracy) => {
+    if (wpm >= 100 && accuracy >= 95) {
+      return "Fluent";
+    } else if (wpm >= 80 && wpm < 100 && accuracy >= 85) {
+      return "Moderately Fluent";
+    } else if (wpm >= 60 && wpm < 80 && accuracy >= 70) {
+      return "Disfluent";
+    } else if (wpm < 60 || accuracy < 70) {
+      return "Very Disfluent";
+    }
+    return "Moderately Fluent";
+  };
+
   useEffect(() => {
     if (props.originalText) {
       setEnableAfterLoad(true);
@@ -366,12 +896,32 @@ function VoiceAnalyser(props) {
       const responseStartTime = new Date().getTime();
       let responseText = "";
       let profanityWord = "";
+      let topkTokens;
       let newThresholdPercentage = 0;
       let data = {};
 
+      let response_text = "";
+      // let mode = isOfflineModel ? "offline" : "online";
+      let mode = "online";
+      let pause_count = recordedPauseCount;
+
+      if (
+        fuzz.ratio(originalText, nonDenoisedText) >=
+        fuzz.ratio(originalText, denoisedText)
+      ) {
+        response_text = nonDenoisedText;
+        topkTokens = nonDenoisedTextTokens[0] || [];
+      } else {
+        response_text = denoisedText;
+        topkTokens = denoisedTextTokens[0] || [];
+      }
+
       let requestBody = {
         original_text: originalText,
-        audio: base64Data,
+        response_text: response_text,
+        mode: mode,
+        pause_count: pause_count,
+        audio: mode === "offline" ? "" : base64Data,
         user_id: virtualId,
         session_id: sessionId,
         language: lang,
@@ -382,6 +932,10 @@ function VoiceAnalyser(props) {
         mechanics_id: getLocalData("mechanism_id") || "",
       };
 
+      if (topkTokens.length > 0) {
+        requestBody.output = topkTokens;
+      }
+
       if (props.selectedOption) {
         requestBody["is_correct_choice"] = props.selectedOption?.isAns;
       }
@@ -396,7 +950,7 @@ function VoiceAnalyser(props) {
         data = updateLearnerData;
         responseText = data.responseText;
         profanityWord = await filterBadWords(data.responseText);
-        if (profanityWord !== data.responseText) {
+        if (profanityWord.includes("**")) {
           props?.setOpenMessageDialog({
             message: "Please avoid using inappropriate language.",
             isError: true,
@@ -650,7 +1204,9 @@ function VoiceAnalyser(props) {
         } else {
           isLiveLost = false;
         }
-        const audio = new Audio(isLiveLost ? livesCutAudio : livesAddAudio);
+        const audio = new Audio(
+          isLiveLost ? livesCutAudioPreloaded : livesAddAudioPreloaded
+        );
         audio.play();
 
         // Update the state or data structure with the new lives data.
@@ -730,6 +1286,7 @@ function VoiceAnalyser(props) {
                     buttonAnimation={props.buttonAnimation}
                     handleStartRecording={props.handleStartRecording}
                     handleStopRecording={props.handleStopRecording}
+                    handleProcess={handleProcess}
                   />
                   {/* <RecordVoiceVisualizer /> */}
                 </>
diff --git a/src/utils/audioImports.js b/src/utils/audioImports.js
new file mode 100644
index 00000000..4c47dc4a
--- /dev/null
+++ b/src/utils/audioImports.js
@@ -0,0 +1,45 @@
+// Audio imports
+const audioFiles = {
+  s1: new URL("../assets/audio/S1.m4a", import.meta.url).href,
+  s2: new URL("../assets/audio/S2.m4a", import.meta.url).href,
+  s3: new URL("../assets/audio/S3.m4a", import.meta.url).href,
+  s4: new URL("../assets/audio/S4.m4a", import.meta.url).href,
+  s5: new URL("../assets/audio/S5.m4a", import.meta.url).href,
+  s6: new URL("../assets/audio/S6.m4a", import.meta.url).href,
+  v1: new URL("../assets/audio/V1.m4a", import.meta.url).href,
+  v2: new URL("../assets/audio/V2.m4a", import.meta.url).href,
+  v3: new URL("../assets/audio/V3.m4a", import.meta.url).href,
+  v4: new URL("../assets/audio/V4.m4a", import.meta.url).href,
+  v5: new URL("../assets/audio/V5.m4a", import.meta.url).href,
+  v6: new URL("../assets/audio/V6.m4a", import.meta.url).href,
+  v7: new URL("../assets/audio/V7.m4a", import.meta.url).href,
+  v8: new URL("../assets/audio/V8.m4a", import.meta.url).href,
+  v10: new URL("../assets/audio/V10.mp3", import.meta.url).href,
+  livesAdd: new URL("../assets/audio/livesAdd.wav", import.meta.url).href,
+  livesCut: new URL("../assets/audio/livesCut.wav", import.meta.url).href,
+};
+
+export const AudioPath = {
+  1: {
+    0: audioFiles.v1,
+    1: audioFiles.v2,
+    2: audioFiles.v3,
+    3: audioFiles.v4,
+    4: audioFiles.v5,
+    5: audioFiles.v6,
+    6: audioFiles.v7,
+    7: audioFiles.v8,
+    10: audioFiles.v10,
+  },
+  2: {
+    0: audioFiles.s1,
+    1: audioFiles.s2,
+    2: audioFiles.s3,
+    3: audioFiles.s4,
+    4: audioFiles.s5,
+    5: audioFiles.s6,
+  },
+};
+
+export const livesAddAudio = audioFiles.livesAdd;
+export const livesCutAudio = audioFiles.livesCut;
diff --git a/src/utils/constants.jsx b/src/utils/constants.jsx
index 0b04da60..a4a1b8fc 100644
--- a/src/utils/constants.jsx
+++ b/src/utils/constants.jsx
@@ -7850,18 +7850,17 @@ export const levelGetContent = {
         title: "P1",
         criteria: "word",
         template: "simple",
-        tags: "CEFR_ENG",
-        storyMode: true,
+        offline: true,
       },
-      { title: "P2", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P3", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P4", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "S1", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P5", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P6", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P7", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P8", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "S2", criteria: "word", template: "simple", tags: "CEFR_ENG" },
+      { title: "P2", criteria: "word", offline: true, template: "simple" },
+      { title: "P3", criteria: "word", offline: true, template: "simple" },
+      { title: "P4", criteria: "word", offline: true, template: "simple" },
+      { title: "S1", criteria: "word", template: "simple" },
+      { title: "P5", criteria: "word", offline: true, template: "simple" },
+      { title: "P6", criteria: "word", offline: true, template: "simple" },
+      { title: "P7", criteria: "word", offline: true, template: "simple" },
+      { title: "P8", criteria: "word", offline: true, template: "simple" },
+      { title: "S2", criteria: "word", offline: true, template: "simple" },
     ],
     1: [
       {
@@ -7879,8 +7878,20 @@ export const levelGetContent = {
         tags: "CEFR_ENG",
         mechanism: { id: "mechanic_7", name: "formAWord2" },
       },
-      { title: "P3", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P4", criteria: "word", template: "simple", tags: "CEFR_ENG" },
+      {
+        title: "P3",
+        criteria: "word",
+        template: "simple",
+        offline: true,
+        tags: "CEFR_ENG",
+      },
+      {
+        title: "P4",
+        criteria: "word",
+        template: "simple",
+        offline: true,
+        tags: "CEFR_ENG",
+      },
       { title: "S1", criteria: "word", template: "simple", tags: "CEFR_ENG" },
       {
         title: "P5",
@@ -7896,8 +7907,20 @@ export const levelGetContent = {
         tags: "CEFR_ENG",
         mechanism: { id: "mechanic_7", name: "formAWord2" },
       },
-      { title: "P7", criteria: "word", template: "simple", tags: "CEFR_ENG" },
-      { title: "P8", criteria: "word", template: "simple", tags: "CEFR_ENG" },
+      {
+        title: "P7",
+        criteria: "word",
+        template: "simple",
+        offline: true,
+        tags: "CEFR_ENG",
+      },
+      {
+        title: "P8",
+        criteria: "word",
+        template: "simple",
+        offline: true,
+        tags: "CEFR_ENG",
+      },
       { title: "S2", criteria: "word", template: "simple", tags: "CEFR_ENG" },
     ],
     2: [
@@ -7906,6 +7929,7 @@ export const levelGetContent = {
         criteria: "word",
         template: "simple",
         tags: "CEFR_ENG",
+        offline: true,
         //storyMode: true,
       },
       {
@@ -7926,7 +7950,7 @@ export const levelGetContent = {
         title: "P4",
         criteria: "word",
         template: "simple",
-        tags: "CEFR_ENG",
+        offline: true,
       },
       { title: "S1", criteria: "word", template: "simple", tags: "CEFR_ENG" },
       {
@@ -7947,15 +7971,15 @@ export const levelGetContent = {
         title: "P7",
         criteria: "word",
         template: "simple",
-        tags: "CEFR_ENG",
+        offline: true,
       },
       {
         title: "P8",
         criteria: "word",
         template: "simple",
-        tags: "CEFR_ENG",
+        offline: true,
       },
-      { title: "S2", criteria: "word", template: "simple", tags: "CEFR_ENG" },
+      { title: "S2", criteria: "word", template: "simple" },
     ],
     3: [
       {
@@ -7992,7 +8016,6 @@ export const levelGetContent = {
         title: "S1",
         criteria: "sentence",
         template: "simple",
-        tags: "CEFR_ENG",
       },
       {
         title: "P5",
@@ -8004,6 +8027,7 @@ export const levelGetContent = {
         title: "P6",
         criteria: "sentence",
         template: "simple",
+        offline: true,
         //mechanism: { id: "syllable_puzzle", name: "syllablePuzzle" },
       },
       {
@@ -8025,7 +8049,6 @@ export const levelGetContent = {
         title: "S2",
         criteria: "sentence",
         template: "simple",
-        tags: "CEFR_ENG",
       },
     ],
     4: [
@@ -8033,71 +8056,59 @@ export const levelGetContent = {
         title: "P1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.1",
-        storyMode: true,
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "P2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.2",
-        mechanism: { id: "mechanic_3", name: "formASentence" },
+        offline: true,
       },
       {
         title: "P3",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.1",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
+        offline: true,
       },
       {
         title: "P4",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.2",
+        offline: true,
       },
       {
         title: "S1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.1, L1.2",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
       },
       {
         title: "P5",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.2",
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "P6",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.1",
-        mechanism: { id: "mechanic_3", name: "formASentence" },
+        offline: true,
       },
       {
         title: "P7",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.2",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
+        offline: true,
       },
       {
         title: "P8",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.1",
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "S2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.2",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
       },
     ],
     5: [
@@ -8105,70 +8116,59 @@ export const levelGetContent = {
         title: "P1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5",
-        storyMode: true,
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "P2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.6",
-        mechanism: { id: "mechanic_3", name: "formASentence" },
+        offline: true,
       },
       {
         title: "P3",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
+        offline: true,
       },
       {
         title: "P4",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5",
+        offline: true,
       },
       {
         title: "S1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5, L1.6",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
       },
       {
         title: "P5",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.6",
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "P6",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5",
-        mechanism: { id: "mechanic_3", name: "formASentence" },
+        offline: true,
       },
       {
         title: "P7",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.6",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
+        offline: true,
       },
       {
         title: "P8",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.5",
+        offline: true,
       },
       {
         title: "S2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.6",
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
       },
     ],
     6: [
@@ -8176,26 +8176,25 @@ export const levelGetContent = {
         title: "P1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.3",
-        storyMode: true,
+        offline: true,
       },
       {
         title: "P2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.3",
-        storyMode: true,
-        mechanism: { id: "mechanic_1", name: "fillInTheBlank" },
+        offline: true,
       },
       {
         title: "P3",
         criteria: "paragraph",
         template: "simple",
+        offline: true,
       },
       {
         title: "P4",
         criteria: "paragraph",
         template: "simple",
+        offline: true,
       },
       {
         title: "S1",
@@ -8206,23 +8205,25 @@ export const levelGetContent = {
         title: "P5",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.3",
-        storyMode: true,
+        offline: true,
       },
       {
         title: "P6",
         criteria: "paragraph",
         template: "simple",
+        offline: true,
       },
       {
         title: "P7",
         criteria: "paragraph",
         template: "simple",
+        offline: true,
       },
       {
         title: "P8",
         criteria: "paragraph",
         template: "simple",
+        offline: true,
       },
       {
         title: "S2",
@@ -8235,66 +8236,59 @@ export const levelGetContent = {
         title: "P1",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.8",
-        storyMode: true,
+        offline: true,
       },
       {
         title: "P2",
         criteria: "sentence",
         template: "simple",
-        competency: "L1.8",
-        storyMode: true,
-        mechanism: { id: "mechanic_2", name: "readTheImage" },
+        offline: true,
       },
       {
         title: "P3",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
+        offline: true,
       },
       {
         title: "P4",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
+        offline: true,
       },
       {
         title: "S1",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
       },
       {
         title: "P5",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
-        storyMode: true,
+        offline: true,
       },
       {
         title: "P6",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
-        storyMode: true,
+        offline: true,
       },
       {
         title: "P7",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
+        offline: true,
       },
       {
         title: "P8",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
+        offline: true,
       },
       {
         title: "S2",
         criteria: "paragraph",
         template: "simple",
-        competency: "L1.8",
       },
     ],
     8: [
@@ -9638,22 +9632,54 @@ export const levelConfig = {
 };
 
 const AllLanguages = [
-  { name: "English", lang: "en", symbol: "A" },
-  { name: "தமிழ்", lang: "ta", symbol: "இ" },
-  { name: "हिंदी", lang: "hi", symbol: "क" },
-  { name: "ಕನ್ನಡ", lang: "kn", symbol: "ಕ" },
-  { name: "తెలుగు", lang: "te", symbol: "ఈ" },
-  { name: "ગુજરાતી", lang: "gu", symbol: "ક" },
-  { name: "ଓଡିଆ", lang: "or", symbol: "କ" },
+  { name: "English", lang: "en", symbol: "A", offline: false },
+  { name: "தமிழ்", lang: "ta", symbol: "இ", offline: false },
+  { name: "हिंदी", lang: "hi", symbol: "क", offline: false },
+  { name: "ಕನ್ನಡ", lang: "kn", symbol: "ಕ", offline: false },
+  { name: "తెలుగు", lang: "te", symbol: "ఈ", offline: false },
+  { name: "ગુજરાતી", lang: "gu", symbol: "ક", offline: false },
+  { name: "ଓଡିଆ", lang: "or", symbol: "କ", offline: false },
+  { name: "தமிழ் offline", lang: "ta", symbol: "இ", offline: true },
+  { name: "English-Offline", lang: "en", symbol: "A", offline: true },
+  { name: "ಕನ್ನಡ offline", lang: "kn", symbol: "ಕ", offline: true },
+];
+
+export const offlineModelsInfo = [
+  {
+    modelName: "english",
+    lang: "en",
+    modelURL: "./models/sherpa-onnx-wasm-main-vad-asr.data",
+  },
+  {
+    modelName: "kannada",
+    lang: "kn",
+    modelURL: "/models/kannada.quant.onnx",
+    vacabFileName: "kannada.vocab",
+    vocabUrl: "/models/kannada.vocab",
+  },
+  {
+    modelName: "tamil",
+    lang: "ta",
+    modelURL: "/models/tamil.quant.onnx",
+    vacabFileName: "tamil.vocab",
+    vocabUrl: "/models/tamil.vocab",
+  },
 ];
 
 const appLanguages = import.meta.env.VITE_LANGUAGES
   ? JSON.parse(import.meta.env.VITE_LANGUAGES)
   : [];
 
-export const languages = AllLanguages.filter((lang) =>
-  appLanguages.includes(lang.lang)
-);
+const offlineLanguages = import.meta.env.VITE_APP_ASR_OFFLINE_LANGUAGUAGES
+  ? JSON.parse(import.meta.env.VITE_APP_ASR_OFFLINE_LANGUAGUAGES)
+  : [];
+
+export const languages = AllLanguages.filter((lang) => {
+  return (
+    (appLanguages.includes(lang.lang) && !lang.offline) ||
+    (offlineLanguages.includes(lang.lang) && lang.offline)
+  );
+});
 
 export const randomizeArray = (arr) => {
   let wordsArr = [...arr];
@@ -9686,7 +9712,7 @@ export function handleEncrypt(value) {
 
 export function handleDecrypt(value) {
   const API_SECRET_KEY = localStorage.getItem("token");
-  console.log("newToken", API_SECRET_KEY);
+  //console.log("newToken", API_SECRET_KEY);
 
   if (!API_SECRET_KEY) {
     console.warn("Encryption key missing");
@@ -9713,3 +9739,4 @@ export const sendTestRigScore = (score) => {
     );
   }
 };
+export const rnnoiseModelPath = "models/cb.rnnn";
diff --git a/src/utils/useFFmpeg.jsx b/src/utils/useFFmpeg.jsx
new file mode 100644
index 00000000..f8a9ac44
--- /dev/null
+++ b/src/utils/useFFmpeg.jsx
@@ -0,0 +1,45 @@
+import { useState, useEffect } from "react";
+import { createFFmpeg, fetchFile } from "@ffmpeg/ffmpeg";
+
+let ffmpeg = null;
+let loadingPromise = null;
+
+const useFFmpeg = () => {
+  const [loading, setLoading] = useState(true);
+  const [error, setError] = useState(null);
+
+  useEffect(() => {
+    const loadFFmpeg = async () => {
+      try {
+        if (!ffmpeg) {
+          ffmpeg = createFFmpeg({
+            log: false,
+            corePath:
+              "https://unpkg.com/@ffmpeg/core@0.11.0/dist/ffmpeg-core.js",
+          });
+        }
+
+        if (!loadingPromise) {
+          loadingPromise = ffmpeg.load();
+        }
+
+        await loadingPromise;
+        setLoading(false);
+      } catch (err) {
+        console.error("Error loading FFmpeg:", err);
+        setError(err);
+        setLoading(false);
+      }
+    };
+
+    loadFFmpeg();
+
+    return () => {
+      // Cleanup if needed
+    };
+  }, []);
+
+  return { ffmpeg, loading, error };
+};
+
+export default useFFmpeg;
diff --git a/src/views/AppContent/AppContent.jsx b/src/views/AppContent/AppContent.jsx
index 6ac29587..3275f1bd 100644
--- a/src/views/AppContent/AppContent.jsx
+++ b/src/views/AppContent/AppContent.jsx
@@ -21,9 +21,6 @@ const PrivateRoute = (props) => {
   return <>{props.children}</>;
 };
 const AppContent = ({ routes }) => {
-  // const navigate = useNavigate();
-  // const location = useLocation();
-
   return (
     <Fragment>
       <CustomizedSnackbars />
diff --git a/src/views/LoginPage/LoginPage.css b/src/views/LoginPage/LoginPage.css
index ea99dcaf..d0b4f207 100644
--- a/src/views/LoginPage/LoginPage.css
+++ b/src/views/LoginPage/LoginPage.css
@@ -11,18 +11,58 @@
   display: flex;
   align-items: center;
   justify-content: center;
-  width: 500px;
+  /* Animated gradient background */
+  background: linear-gradient(135deg, #667eea, #764ba2);
+  background-size: 200% 200%;
+  animation: gradientShift 8s ease infinite;
 }
 
-.loginBox {
-  padding: 30px;
-  border-radius: 2px;
-  box-shadow: 0px 4px 8px rgba(0, 0, 0, 0.1);
-  background-color: #ffffff;
+/* Smoothly shift the gradient left-to-right and back */
+@keyframes gradientShift {
+  0% { background-position: 0% 50%; }
+  50% { background-position: 100% 50%; }
+  100% { background-position: 0% 50%; }
 }
 
-.textField {
+/***************************************************************
+  2. CONTAINER
+  - The MUI Container inside .loginPage
+***************************************************************/
+.loginPage__container {
+  max-width: 450px!important;
   width: 100%;
+  padding: 0 16px;
+  box-sizing: border-box;
+}
+
+/***************************************************************
+  3. LOGIN BOX
+  - Centered card with subtle animation
+***************************************************************/
+.loginPage .loginBox {
+  background-color: #fff;
+  padding: 32px 24px;
+  border-radius: 12px;
+  box-shadow: 0px 8px 24px rgba(0, 0, 0, 0.2);
+  animation: fadeInUp 0.8s ease forwards;
+}
+
+@keyframes fadeInUp {
+  0% {
+    opacity: 0;
+    transform: translateY(20px);
+  }
+  100% {
+    opacity: 1;
+    transform: translateY(0);
+  }
+}
+
+/***************************************************************
+  4. TEXT FIELDS
+  - Margin spacing and focus styling
+***************************************************************/
+.loginPage .textField {
   margin-bottom: 16px;
 }
 
diff --git a/src/views/Practice/Practice.jsx b/src/views/Practice/Practice.jsx
index d64dcd6a..42618e35 100644
--- a/src/views/Practice/Practice.jsx
+++ b/src/views/Practice/Practice.jsx
@@ -1,4 +1,4 @@
-import React, { useEffect, useState } from "react";
+import React, { useEffect, useRef, useState } from "react";
 import Mechanics2 from "../../components/Practice/Mechanics2";
 import Mechanics3 from "../../components/Practice/Mechanics3";
 import Mechanics4 from "../../components/Practice/Mechanics4";
@@ -86,6 +86,24 @@ const Practice = () => {
   const limit = 5;
   const [disableScreen, setDisableScreen] = useState(false);
   const [mechanism, setMechanism] = useState("");
+  const [isAttemptedOnce, setIsAttemptedOnce] = useState(false);
+  const [isOffline, setIsOffline] = useState(false);
+
+  // Set offline report
+  const [offlineReports, setOfflineReports] = useState([]);
+  const offlineReportsRef = useRef(offlineReports);
+
+  useEffect(() => {
+    offlineReportsRef.current = offlineReports;
+  }, [offlineReports]);
+
+  const addOfflineReport = (report) => {
+    console.log("addOfflineReport", report);
+    setOfflineReports((prevReports) => [...prevReports, report]);
+  };
+
+  const [reattemptIndices, setReattemptIndices] = useState([]);
+  const [isReattempt, setIsReattempt] = useState(false);
 
   const [livesData, setLivesData] = useState();
   const [gameOverData, setGameOverData] = useState();
@@ -689,6 +707,13 @@ const Practice = () => {
     setGameOverData({ gameOver: true, userWon, ...data, meetsFluencyCriteria });
   };
 
+  // useEffect(() => {
+  //   console.log(offlineReport)
+  //   if (offlineReport) {
+  //     setLocalData("offlineReport", true);
+  //   }
+  // }, [offlineReport]);
+
   useEffect(() => {
     if (startShowCase) {
       setLivesData({ ...livesData, lives: LIVES });
@@ -729,9 +754,12 @@ const Practice = () => {
         } else {
           stepName = step.fullName;
         }
-        setOpenMessageDialog({
-          message: `You have successfully completed ${stepName} `,
-        });
+
+        if (!isReattempt) {
+          setOpenMessageDialog({
+            message: `You have successfully completed ${stepName} `,
+          });
+        }
       }, 1200);
     }
   }, [currentQuestion]);
@@ -777,7 +805,6 @@ const Practice = () => {
     setEnableNext(false);
     try {
       const lang = getLocalData("lang");
-
       const virtualId = getLocalData("virtualId");
       const sessionId = getLocalData("sessionId");
 
@@ -857,6 +884,64 @@ const Practice = () => {
       // }else{
 
       if (currentQuestion === questions.length - 1 || isGameOver) {
+        if (isOffline) {
+          // Notify user to reattempt failed items for the next set attempt.
+
+          const failedIndices = offlineReports.reduce(
+            (indices, report, index) => {
+              if (
+                (report.fluencyCategoryNonDenoised === "Disfluent" ||
+                  report.fluencyCategoryNonDenoised === "Very Disfluent") &&
+                (report.fluencyCategoryDenoised === "Disfluent" ||
+                  report.fluencyCategoryDenoised === "Very Disfluent")
+              ) {
+                indices.push(index);
+              }
+              return indices;
+            },
+            []
+          );
+
+          if (failedIndices.length > 0 && !isReattempt) {
+            setIsReattempt(true);
+            // Notify user to reattempt failed items for the next set attempt.
+            const failedCount = failedIndices.length;
+            const message = `You have ${failedCount} item${
+              failedCount > 1 ? "s" : ""
+            } that need improvement. Please try ${
+              failedCount > 1 ? "them" : "it"
+            } again.`;
+
+            setOpenMessageDialog({
+              message,
+              isError: true,
+              dontShowHeader: true,
+            });
+
+            // Build a new questions array containing only the failed items.
+            const failedQuestions = questions.filter((q, index) =>
+              failedIndices.includes(index)
+            );
+
+            // Reset the offline reports for the next attempt.
+            //setOfflineReports([]);
+
+            // Update the state for the next set attempt to include only failed questions.
+            setQuestions(failedQuestions);
+            setCurrentQuestion(0);
+            setIsAttemptedOnce(true);
+            return; // Stop further progression; user will now reattempt failed items.
+          } else {
+            setIsReattempt(false);
+            setIsAttemptedOnce(false);
+            // Optionally clear the offlineReports for the next set.
+            setOfflineReports([]);
+            // setOpenMessageDialog({
+            //   message: `You have successfully completed ${practiceSteps[currentPracticeStep].fullName} `,
+            // });
+          }
+        }
+        // navigate or setNextPracticeLevel
         let currentPracticeStep = practiceProgress.currentPracticeStep;
         let isShowCase = currentPracticeStep === 4 || currentPracticeStep === 9; // P4 or P8
 
@@ -1042,6 +1127,7 @@ const Practice = () => {
         // TODO: needs to revisit this logic
         setTimeout(() => {
           setMechanism(currentGetContent.mechanism);
+          setIsOffline(currentGetContent.offline);
         }, 1000);
 
         // if(virtualId === "6760800019"){
@@ -1251,6 +1337,7 @@ const Practice = () => {
         setQuestions(dummyQuestions);
       }
       setMechanism(currentGetContent.mechanism);
+      setIsOffline(currentGetContent.offline);
 
       // if (virtualId === "6760800019" || level == 12) {
       //   //setMechanism({ id: "read_aloud", name: "readAloud" });
@@ -1369,6 +1456,7 @@ const Practice = () => {
 
       setTimeout(() => {
         setMechanism(currentGetContent.mechanism);
+        setIsOffline(currentGetContent.offline);
       }, 1000);
       setCurrentQuestion(practiceProgress?.currentQuestion || 0);
       setLocalData("practiceProgress", JSON.stringify(practiceProgress));
@@ -1532,11 +1620,12 @@ const Practice = () => {
       (mechanism?.id === "mechanic_15" && rFlow !== "true")
     ) {
       const mechanics_data = questions[currentQuestion]?.mechanics_data;
-
+      console.log(isOffline, "isOffline");
       return (
         <WordsOrImage
           {...{
             level: level,
+            setOfflineReport: addOfflineReport,
             audioLink:
               mechanism?.id === "mechanic_15"
                 ? `${
@@ -1563,6 +1652,10 @@ const Practice = () => {
             setVoiceText,
             setRecordedAudio,
             setVoiceAnimate,
+            offilnePractice:
+              !isShowCase &&
+              isOffline &&
+              localStorage.getItem("isOfflineModel") === "true",
             storyLine,
             handleNext,
             type: questions[currentQuestion]?.contentType,
diff --git a/vite.config.js b/vite.config.js
index b6922d2f..6fe17c6c 100644
--- a/vite.config.js
+++ b/vite.config.js
@@ -21,8 +21,9 @@ export default defineConfig({
     open: true,
     port: 3000,
     headers: {
-      'Cross-Origin-Opener-Policy': 'same-origin',
-      //'Cross-Origin-Embedder-Policy': 'require-corp',
+      "Cross-Origin-Opener-Policy": "same-origin",
+      "Cross-Origin-Embedder-Policy": "require-corp",
     },
-  }
+  },
+  assetsInclude: ['**/*.m4a', '**/*.wav', '**/*.mp3']
 });
\ No newline at end of file
diff --git a/vite.config.mjs b/vite.config.mjs
new file mode 100644
index 00000000..deb95103
--- /dev/null
+++ b/vite.config.mjs
@@ -0,0 +1,28 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+import wasm from "vite-plugin-wasm";
+
+export default defineConfig({
+  plugins: [
+    react(),
+    wasm()
+  ],
+  build: {
+    target: 'esnext',
+    outDir: 'build',
+  },
+  optimizeDeps: {
+    exclude: ['src/utils/constants.jsx'],
+    esbuildOptions: {
+      target: 'esnext'
+    }
+  },
+  server: {
+    open: true,
+    port: 3000,
+    headers: {
+      'Cross-Origin-Opener-Policy': 'same-origin',
+      'Cross-Origin-Embedder-Policy': 'require-corp',
+    },
+  }
+});
diff --git a/vite.config.ts b/vite.config.ts
new file mode 100644
index 00000000..06f7e555
--- /dev/null
+++ b/vite.config.ts
@@ -0,0 +1,45 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+
+export default defineConfig({
+  plugins: [
+    react(),
+    {
+      name: 'handle-hoist-non-react-statics',
+      transform(code, id) {
+        if (id.includes('hoist-non-react-statics')) {
+          return {
+            code: `const hoistNonReactStatics = require('hoist-non-react-statics'); export default hoistNonReactStatics;`,
+            map: null
+          };
+        }
+      }
+    }
+  ],
+  publicDir: 'public',
+  assetsInclude: ['**/*.m4a', '**/*.mp3', '**/*.wav'],
+  optimizeDeps: {
+    exclude: ['**/*.m4a', '**/*.mp3', '**/*.wav']
+  },
+  build: {
+    assetsInlineLimit: 0,
+    rollupOptions: {
+      output: {
+        assetFileNames: (assetInfo) => {
+          if (!assetInfo.name) return 'assets/[name][extname]';
+          if (/\.(m4a|mp3|wav)$/.test(assetInfo.name)) {
+            return 'assets/audio/[name][extname]';
+          }
+          return 'assets/[name][extname]';
+        }
+      }
+    }
+  },
+  server: {
+    headers: {
+      "Cross-Origin-Opener-Policy": "same-origin",
+      "Cross-Origin-Embedder-Policy": "require-corp",
+      'Content-Security-Policy': "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://cdn.jsdelivr.net; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://fonts.cdnfonts.com; font-src 'self' https://fonts.googleapis.com https://fonts.cdnfonts.com https://fonts.gstatic.com; img-src 'self' data: blob: https://images.squarespace-cdn.com https://all-prod-content-service.s3.ap-south-1.amazonaws.com https://all-dev-content-service.s3.ap-south-1.amazonaws.com https://s3.ap-south-1.amazonaws.com https://raw.githubusercontent.com https://cdn.jsdelivr.net; connect-src 'self' *.theall.ai https://all-prod-content-service.s3.ap-south-1.amazonaws.com blob:; media-src 'self' blob: https://all-prod-content-service.s3.ap-south-1.amazonaws.com https://all-dev-content-service.s3.ap-south-1.amazonaws.com https://raw.githubusercontent.com; worker-src 'self' blob: https://d114esnbvw5tst.cloudfront.net; frame-src 'self'; frame-ancestors 'self';"
+    }
+  }
+}); 
\ No newline at end of file
diff --git a/yarn.lock b/yarn.lock
deleted file mode 100644
index 40fdf3cb..00000000
--- a/yarn.lock
+++ /dev/null
@@ -1,7740 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@aashutoshrathi/word-wrap@^1.2.3":
-  version "1.2.6"
-  resolved "https://registry.npmjs.org/@aashutoshrathi/word-wrap/-/word-wrap-1.2.6.tgz"
-  integrity sha512-1Yjs2SvM8TflER/OD3cOjhWWOZb58A2t7wpE2S9XfBYTiIl+XFhQG2bjy4Pu1I+EAlCNUzRDYDdFwFYUKvXcIA==
-
-"@adobe/css-tools@^4.0.1":
-  version "4.2.0"
-  resolved "https://registry.npmjs.org/@adobe/css-tools/-/css-tools-4.2.0.tgz"
-  integrity sha512-E09FiIft46CmH5Qnjb0wsW54/YQd69LsxeKUOWawmws1XWvyFGURnAChH0mlr7YPFR1ofwvUQfcL0J3lMxXqPA==
-
-"@ampproject/remapping@^2.2.0":
-  version "2.2.1"
-  resolved "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.2.1.tgz"
-  integrity sha512-lFMjJTrFL3j7L9yBxwYfCq2k6qqwHyzuUl/XBnif78PWTJYyL/dfowQHWE3sp6U6ZzqWiiIZnpTMO96zhkjwtg==
-  dependencies:
-    "@jridgewell/gen-mapping" "^0.3.0"
-    "@jridgewell/trace-mapping" "^0.3.9"
-
-"@aws-crypto/crc32@5.2.0":
-  version "5.2.0"
-  resolved "https://registry.npmjs.org/@aws-crypto/crc32/-/crc32-5.2.0.tgz"
-  integrity sha512-nLbCWqQNgUiwwtFsen1AdzAtvuLRsQS8rYgMuxCrdKf9kOssamGLuPwyTY9wyYblNr9+1XM8v6zoDTPPSIeANg==
-  dependencies:
-    "@aws-crypto/util" "^5.2.0"
-    "@aws-sdk/types" "^3.222.0"
-    tslib "^2.6.2"
-
-"@aws-crypto/crc32c@5.2.0":
-  version "5.2.0"
-  resolved "https://registry.npmjs.org/@aws-crypto/crc32c/-/crc32c-5.2.0.tgz"
-  integrity sha512-+iWb8qaHLYKrNvGRbiYRHSdKRWhto5XlZUEBwDjYNf+ly5SVYG6zEoYIdxvf5R3zyeP16w4PLBn3rH1xc74Rag==
-  dependencies:
-    "@aws-crypto/util" "^5.2.0"
-    "@aws-sdk/types" "^3.222.0"
-    tslib "^2.6.2"
-
-"@aws-crypto/sha1-browser@5.2.0":
-  version "5.2.0"
-  resolved "https://registry.npmjs.org/@aws-crypto/sha1-browser/-/sha1-browser-5.2.0.tgz"
-  integrity sha512-OH6lveCFfcDjX4dbAvCFSYUjJZjDr/3XJ3xHtjn3Oj5b9RjojQo8npoLeA/bNwkOkrSQ0wgrHzXk4tDRxGKJeg==
-  dependencies:
-    "@aws-crypto/supports-web-crypto" "^5.2.0"
-    "@aws-crypto/util" "^5.2.0"
-    "@aws-sdk/types" "^3.222.0"
-    "@aws-sdk/util-locate-window" "^3.0.0"
-    "@smithy/util-utf8" "^2.0.0"
-    tslib "^2.6.2"
-
-"@aws-crypto/sha256-browser@5.2.0":
-  version "5.2.0"
-  resolved "https://registry.npmjs.org/@aws-crypto/sha256-browser/-/sha256-browser-5.2.0.tgz"
-  integrity sha512-AXfN/lGotSQwu6HNcEsIASo7kWXZ5HYWvfOmSNKDsEqC4OashTp8alTmaz+F7TC2L083SFv5RdB+qU3Vs1kZqw==
-  dependencies:
-    "@aws-crypto/sha256-js" "^5.2.0"
-    "@aws-crypto/supports-web-crypto" "^5.2.0"
-    "@aws-crypto/util" "^5.2.0"
-    "@aws-sdk/types" "^3.222.0"
-    "@aws-sdk/util-locate-window" "^3.0.0"
-    "@smithy/util-utf8" "^2.0.0"
-    tslib "^2.6.2"
-
-"@aws-crypto/sha256-js@^5.2.0", "@aws-crypto/sha256-js@5.2.0":
-  version "5.2.0"
-  resolved "https://registry.npmjs.org/@aws-crypto/sha256-js/-/sha256-js-5.2.0.tgz"
-  integrity sha512-FFQQyu7edu4ufvIZ+OadFpHHOt+eSTBaYaki44c+akjg7qZg9oOQeLlk77F6tSYqjDAFClrHJk9tMf0HdVyOvA==
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