Top 8 Python 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)

asteroid

2 2,103 5.4 Python

The PyTorch-based audio source separation toolkit for researchers
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
voicefilter

1 1,028 0.0 Python

Unofficial PyTorch implementation of Google AI's VoiceFilter system
Conv-TasNet

2 632 1.3 Python

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).
nussl

0 579 0.0 Python

A flexible source separation library in Python
free-music-demixer

7 319 8.0 Python

free website for client-side music demixing with Demucs + WebAssembly

Project mention: Ask HN: What are some of the best user experiences with AI? | news.ycombinator.com | 2024-03-22

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

workos.com sponsored

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.
music-source-separation-using-Unets

1 20 1.8 Python

This repo explores the concept of blind source separation by training a U-Net model that separated a song into its vocal and accompaniments

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).