Spleeter is an open-source project from Deezer for source separation on music tracks. Built with keras and tensorflow.

So basically this allows you to separate the vocal, drum, bass tracks and more from an mp3 file. They have provided a Google colab link so you can test their work without the need for installing anything.

Blog post: https://deezer.io/releasing-spleeter-deezer-r-d-source-separation-engine-2b88985e797e

Github: https://github.com/deezer/spleeter

Colab: https://colab.research.google.com/github/deezer/spleeter/blob/master/spleeter.ipynb