Top 4 Python music-source-separation Projects

demucs

108 7,621 5.9 Python

Code for the paper Hybrid Spectrogram and Waveform Source Separation, but the goddamm motherfucker doesn't work.

Project mention: Best way to extract a vocal stem from a song | /r/edmproduction | 2023-10-19

I've had the best results from Facebook's DEMUCs. It's not too difficult to install, and I like the sound quality of their mdx_extra model. This is the command line I use (this will use the 2 stem version -- vocals, and everything else)

mdx-net

3 156 0.0 Python

KUIELAB-MDX-Net got the 2nd place on the Leaderboard A and the 3rd place on the Leaderboard B in the MDX-Challenge ISMIR 2021
WorkOS

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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
unmixer

1 12 6.9 Python

Create and explore isolated tracks from music files

Project mention: unmixer VS Demucs-Gui - a user suggested alternative | libhunt.com/r/unmixer | 2023-10-19

mss-thesis

1 9 0.0 Python

Pytorch implementation of MDensenet and sparse NMF. Made for my undergraduate thesis "Music Source Separation with Supervised Learning Methods".

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).