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facebookresearch/demucs

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

View on GitHub↗Upstream facebookresearch/demucs↗

Builder

Meta Research

Meta Research

facebookresearch • ai-lab

Stars

10,143

Using upstream star count

Forks

1,497

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Oct 25, 2019

Project creation date

README Summary

[![Support Ukraine](https://img.shields.io/badge/Support-Ukraine-FFD500?style=flat&labelColor=005BBB)](https://opensource.fb.com/support-ukraine) ![tests badge](https://github.com/facebookresearch/demucs/workflows/tests/badge.svg) ![linter badge](https://github.com/facebookresearch/demucs/workflows/linter/badge.svg)

Community Evaluation

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AI Dev Skills

Unmapped

Audio Signal ProcessingAudio Source SeparationConvolutional Neural NetworksDeep Learning for AudioMulti-domain Neural NetworksSpectrogram ProcessingTime-Frequency Domain ProcessingWaveform Analysis

Tags

Audio Signal ProcessingAudio Source SeparationConvolutional Neural NetworksDeep Learning for AudioMulti-domain Neural NetworksSpectrogram ProcessingTime-Frequency Domain ProcessingWaveform AnalysisCachingDockerEvalsForkedGPU / CUDAHuggingFaceMachine LearningMusic TechPyTorchPythonQuantizationResearch / PapersTransformersTutorial

Taxonomy

AI Trends

Domain-Specific AI ModelsHybrid Neural Architectures

category

Foundation ModelsModel TrainingEvals & BenchmarkingInference & ServingMLOps & InfrastructureLearning ResourcesIndustry: Audio & Music

Deployment Context

Self-hostedCloud APIOn-premise

Industries

Music ProductionEntertainmentMedia TechnologyAudio Software

Modalities

Audio

Skill Areas

Audio Source SeparationConvolutional Neural NetworksSpectrogram ProcessingWaveform AnalysisTime-Frequency Domain ProcessingAudio Signal ProcessingDeep Learning for AudioMulti-domain Neural Networks

tag

CachingDockerEvalsForkedGPU / CUDAHuggingFaceMachine LearningMusic TechPyTorchPythonQuantizationResearch / PapersTransformersTutorial

Use Cases

Music Stem ExtractionKaraoke Track CreationAudio RemixingMusic Analysis ResearchInstrument IsolationAudio Post-production

Recent Activity

Updated 2 years ago

7 Days

0

30 Days

0

90 Days

0

Quality

research
Quality
high
Maturity
research

Categories

Evals & BenchmarkingPrimaryInference & ServingMLOps & InfrastructureLearning ResourcesIndustry: Audio & MusicFoundation ModelsModel TrainingGenerative MediaSearch & KnowledgeOther AI / ML

PM Skills

Cost & EfficiencyScale & ReliabilityData & Evaluation

Languages

Python100.0%

Timeline

Project created
Oct 25, 2019
Forked
Mar 23, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Apr 24, 2024

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