README.md

metadata

title: GenreClassifier
emoji: 🎶
colorFrom: blue
colorTo: green
sdk: gradio
app_file: app.py
pinned: false
license: afl-3.0

This Genre Classifier is built using the GTZAN dataset which consists of 10 genres. These genres are:

• Blues
• Classical
• Country
• Disco
• Hiphop
• Jazz
• Metal
• Pop
• Reggae
• Rock

Data for each genre includes 100 30-seconds long tracks which were then used to build a LSTM model using Keras (tensorflow backend).

With more data, this model could have a more robust performance but for now, it does well on GTZAN-like data.

To use this model, navigate to the app on huggingface spaces and upload a track.

To view the API documentation and use it, click this link.

Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference