Skip to content

Genre recognition using MobileNetV2 and Mel-Spectrograms.

Notifications You must be signed in to change notification settings

Nic4Las/Genre-Recognition

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

5 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Genre prediction using MobileNetV2 and Mel-Spectrogram


This Project is the result of a summer project that aims to predict the genre of a given mp3 file using machine learning.

Usage:

  1. Install dependencies
  2. Put mp3 files in the folder "Test_Data"
  3. Open Presenatation.ipynb
  4. Run the Jupyter Notebook (need to change names of mp3 files in Notebook)

Dependencies:

  • tensorflow
  • numpy
  • matplotlib
  • OpenCV
  • librosa
  • sklearn
  • scipy
  • FFmpeg

About

Genre recognition using MobileNetV2 and Mel-Spectrograms.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published