Spleeter is a free open-source sound source separation application from Deezer Research. It comes in the form of a Python Library based on TensorFlow, with pretrained models for 2, 4 and 5 stems separation. It is a command line application so there is no GUI (graphical user interface). Several web-based interfaces for Spleeter are currently available at moises.ai, Ezstems, Splitter, and melody.ml, although the latter only accepts mp3 files at present.

Screenshot courtesy of Deezer Research


Deezer dévoile un outil pour séparer les voix et les instruments d’un morceau (in French) [Rolling Stone France]

Deezer’s Spleeter: Deconstructing music with AI [HBS Digital Initiative]


Deezer’s Spleeter is an open source AI tool to split stems, for remixes or … karaoke? [CDM]


Fast and Free Music Separation with Deezer’s Machine Learning Library [WAXY]


How to isolate vocals from a song using Machine Learning [Medium]

Introducing Spleeter, a Tensorflow based python library that extracts voice and sound from any music track [Packt]


Releasing Spleeter: Deezer Research source separation engine [Manuel Moussallam]

Separate Music Tracks with Deep Learning [Towards Data Science]

Spleeter- A TensorFlow Based Python Library [Payal Mittal​, Habilelabs]

Spleeter: Signal Separation Tool Trained On Deezer’s Library Is Pretty Impressive [DJ Tech Tools]

This open-source AI tool quickly isolates the vocals in any song [The Verge]



Spleeter Installation Instructions


Spleeter Usage Manual


AI has learned how to effectively separate audio recordings into music and vocals [Vecanoi]

How to use Spleeter on macOS UPDATED - Beginners Guide [LucidTek]

How to use Spleeter on Windows UPDATED - Beginners Guide [LucidTek]


INSTALAR SPLEETER [Win10] | Elimina voces y separa instrumentos (in Spanish) [DIVERGENTE]

MÚSICA | Eliminar Voces y separar Instrumentos de una canción (in Spanish) [DIVERGENTE]

Spleeter - Desktop app download install (Windows 10) [Maken it so]

Spleeter from Deezer as a source separation tool for music tracks featuring Grimes & Katy Perry 🎶🎵 [Philip Vo]



Spleeter vs NVIDIA RTX Voice vs Open-Unmix (Best AI audio separator) [Spreadsheet Warrior]

Spleeter Windows desktop installer [Maken it so]

Using AI to pull music apart into instruments. Spleeter (5 stem) recombined audio - Part1 of 3 [Maken it so]

Using AI to pull music apart into instruments. Spleeter (5 stem) - Part 2 of 3 [Maken it so]

Final - Using AI to pull music apart into instruments. Spleeter (5 stem) recombined audio Part3 of 3 [Maken it so]

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