music-source-separation 开源项目推荐（81 个）

lucidrains /BS-RoFormer

ByteDance AI Labs 出品的 Band Split Roformer 实现，这是一种用于音乐源分离的 SOTA 注意力网络

kuielab /mdx-net

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

sevagh /demucs.cpp

C++17 port of Demucs v3 (hybrid) and v4 (hybrid transformer) models with ggml and Eigen3

Js-Mim /mss_pytorch

Singing Voice Separation via Recurrent Inference and Skip-Filtering Connections - PyTorch Implementation. Demo:

junyuchen-cjy /DTTNet-Pytorch

An official implementation of the ICASSP 2024 paper: Dual-Path TFC-TDF UNet for Music Source Separation

kwatcharasupat /query-bandit

Banquet: A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems

dr-costas /mad-twinnet

The code for the MaD TwinNet. Demo page:

kuielab /sdx23

Sound Demixing Challenge 2023

haoheliu /torchsubband

Pytorch implementation of subband decomposition

gabolsgabs /cunet

Control mechanisms to the U-Net architecture for doing multiple source separation instruments

crlandsc /torch-log-wmse

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

aim-qmul /sdx23-aimless

Source Separation training codebase for the Sound Demixing Challenge 2023.

crlandsc /torch-l1-snr

Variations of L1 SNR Loss function for training audio source separation machine learning models

chenmozhijin /BSRoformer.cpp

GGML-based C++ inference for BS Roformer/Mel-Band-Roformer vocal separation | 纯 C++ 实现的基于 GGML 的 BS Roformer/Mel-Band-Roformer 人声分离推理

crlandsc /moises-light

Unofficial PyTorch implementation of "Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation"

will2dye4 /unmixer

Create and explore isolated tracks from music files

ssmall256 /mlx-audio-separator

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

ArchiMickey /SubRoformer

Official repo of SubRoformer with model training and app with real-time source separation

haiciyang /Remixing

Official repo of ICASSP 2022 paper - Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization

zhaotw /musion

MUSION, a toolbox for music information retrieval and music signal processing.