Source Separation Python Packages

asteroid

The PyTorch-based audio source separation toolkit for researchers

demucs-mlx

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

nussl

A flexible source separation library in Python

eluate

Command-line tool that removes background music from videos while keeping dialogue and sound effects, using the Bandit v2 source-separation model. For accessibility and personal use.

mlx-audio-separator

MLX-native audio stem separation for Apple Silicon (Demucs, MDX, MDXC, VR, Roformer).

hunterformsbs

Universal 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.

diarizationlm

DiarizationLM

scarlet2

No description available

sidlingvo

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

cleanvoice

A Fast Speech Enhancement toolkit using Conv-TasNet

vocal

A vocal source separation

tnmf

Transform-Invariant Non-Negative Matrix Factorization

remucs

Demucs wrapper for remixing audio files with additional customizations