Classifying song lyrics with Natural Language Processing and AutoML

Julien Simon
Oct 19, 2021


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:

Spaces page: