Source Separation Python Packages

asteroid

The PyTorch-based audio source separation toolkit for researchers

nussl

A flexible source separation library in Python

hunterformsbs

Flexible frequency-band splitter for music source separation. The BandSplitRoformer module supports BSRoformer, MelBandRoformer, and custom overlapping or non-overlapping band configurations. Fully typed, modular, and documented, including migration help, usage, and paper references. PyTorch; CUDA-accelerated.

demucs-mlx

Split any song into stems — vocals, drums, bass, and more. Fast music source separation for Apple Silicon, powered by MLX.

diarizationlm

This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.

sidlingvo

This repository contains audio samples and supplementary materials accompanying publications by the "Speaker, Voice and Language" team at Google.

mlx-audio-separator

MLX-native audio stem separation for Apple Silicon

scarlet2

Astronomical source modeling in jax

vocal

A vocal source separation

cleanvoice

A Fast Speech Enhancement toolkit using Conv-TasNet

remucs

Demucs wrapper for remixing audio files with additional customizations

tnmf

Transform-Invariant Non-Negative Matrix Factorization