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Julien Simon
Julien Simon

Posted on • Originally published at julsimon.Medium on

Classifying song lyrics with Natural Language Processing and AutoML

In this video, I use AutoNLP, an AutoML product designed by Hugging Face, to train a model that classifies song lyrics according to their genre.

Then, I use Spaces to build and deploy a test web page, where I paste some lyrics and predict them.

The page is public and you can try it for yourself :)

Dataset and preprocessing notebook: https://huggingface.co/datasets/juliensimon/autonlp-data-song-lyrics-demo

Spaces page: https://huggingface.co/spaces/juliensimon/song-lyrics

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