source-separation

Open-source projects categorized as source-separation
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Language: + Python + C# + Svelte + TypeScript
Topics: Pytorch audio-separation Python Deep Learning Music
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Top 12 source-separation Open-Source Projects

  • demucs

    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)

  • stemroller

    Isolate vocals, drums, bass, and other instrumental stems from any song

    • Project mention: Instrument Isolate for foobar2000 | /r/foobar2000 | 2023-10-15

    Would be possible to make this into a foobar2000 component https://github.com/stemrollerapp/stemroller

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  • SpleeterGui

    Windows desktop front end for Spleeter - AI source separation

    • Project mention: Ask HN: Software for advanced filters for music playback? | news.ycombinator.com | 2023-12-26

  • asteroid

    The PyTorch-based audio source separation toolkit for researchers

  • voicefilter

    Unofficial PyTorch implementation of Google AI's VoiceFilter system

  • Conv-TasNet

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

  • nussl

    A flexible source separation library in Python

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  • spleeter-web

    Self-hostable web app for isolating the vocal, accompaniment, bass, and drums of any song. Supports Spleeter, D3Net, Demucs, Tasnet, X-UMX. Built with React and Django.

    • Project mention: Instrument Isolate for foobar2000 | /r/foobar2000 | 2023-10-15

    or https://github.com/JeffreyCA/spleeter-web

  • freemusicdemixer.com

    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

  • SpleeterGUI

    Windows desktop front end for Spleeter - AI source separation - A fork of: https://github.com/boy1dr/SpleeterGui (by thooore)

  • 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

  • music-source-separation-using-Unets

    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).

source-separation related posts

  • Free-music-demixer adds multi-threading to run Demucs faster in the browser

    1 project | news.ycombinator.com | 2 Jan 2024

  • Ask HN: Software for advanced filters for music playback?

    1 project | news.ycombinator.com | 26 Dec 2023

  • Best way to extract a vocal stem from a song

    1 project | /r/edmproduction | 19 Oct 2023

  • Instrument Isolate for foobar2000

    3 projects | /r/foobar2000 | 15 Oct 2023

  • Show HN: Improved freemusicdemixer – AI music demixing in the browser

    1 project | /r/hackernews | 16 Sep 2023

  • Show HN: Improved freemusicdemixer (AI music demixing in the browser)

    4 projects | news.ycombinator.com | 14 Sep 2023

  • Show HN: Free AI-based music demixing in the browser

    1 project | /r/hackernews | 14 Jul 2023
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    www.influxdata.com | 25 May 2024
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Index

What are some of the best open-source source-separation projects? This list will help you:

Project Stars
1 demucs 7,752
2 stemroller 2,419
3 SpleeterGui 2,162
4 asteroid 2,126
5 voicefilter 1,034
6 Conv-TasNet 632
7 nussl 584
8 spleeter-web 390
9 freemusicdemixer.com 324
10 SpleeterGUI 249
11 mdx-net 156
12 music-source-separation-using-Unets 20

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