From 7fefe91eff6d3190ed85478a1ba50fb7728b00bd Mon Sep 17 00:00:00 2001 From: Thirneddi Pardhu Murali Krishna Balaji Date: Sat, 28 Feb 2026 22:29:55 +0530 Subject: [PATCH] Include evaluation strategy in proposal_AutoEIT1 Added evaluation strategy for transcription system performance. --- _gsocproposals/2026/proposal_AutoEIT1.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/_gsocproposals/2026/proposal_AutoEIT1.md b/_gsocproposals/2026/proposal_AutoEIT1.md index 88849e5c..c8f1cdd4 100644 --- a/_gsocproposals/2026/proposal_AutoEIT1.md +++ b/_gsocproposals/2026/proposal_AutoEIT1.md @@ -30,7 +30,15 @@ Total project length: 175 hours ## Expected results - Convert audio recordings into written transcriptions with 90% agreement with experienced human transcribers +## Evaluation Strategy +The performance of the transcription system will be evaluated using: + +- Word Error Rate (WER) +- Comparison with human transcriptions +- Error analysis focusing on common learner speech patterns + +This evaluation will ensure the system achieves high reliability across diverse learner profiles. ## Requirements Python, Pytorch or Tensorflow, and some previous experience in Machine Learning.