# Vocal Removal Tools and Resources on ZEEF

> Human-curated vocal removal tools and resources resources by named experts. Not algorithm-ranked results.

ZEEF is a human-curated link directory. Every page is built by a named person, not ranked by algorithm. Multiple curators can build competing pages on the same subject, so readers see multiple expert perspectives.

## Curator pages on this subject

- [Vocal Removal Tools and Resources by EthanCole](https://vocal-removal.zeef.com/ethanjamescolez): Curated vocal removal tools, open-source separation projects, and practical guides for splitting vocals and instrumentals. Includes browser tools, local workflows, and technical resources; results vary by source audio and mix.
  - [Moises Web App](https://moises.ai/products/moises-web-app/) — Web app for music practice that combines stem separation with tempo, key, metronome, and rehearsal controls.
  - [Demucs](https://github.com/facebookresearch/demucs) — Open-source music source separation model with vocal, drum, bass, and other-stem workflows; the repository notes that maintenance is limited.
  - [Audacity: Isolating or Removing Vocals](https://support.audacityteam.org/music/isolating-or-removing-vocals-from-a-song) — Official Audacity guide covering AI-assisted and traditional approaches to isolating or reducing vocals in stereo audio.
  - [Hybrid Transformers for Music Source Separation](https://arxiv.org/abs/2211.08553) — Research paper introducing HT Demucs, a hybrid temporal and spectral architecture using self- and cross-attention for music source separation.
  - [Ultimate Vocal Remover GUI](https://github.com/Anjok07/ultimatevocalremovergui) — Desktop GUI for vocal removal and source separation that bundles multiple neural-network model families for local workflows.

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