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