Omnizart

7.2easy start · #9 of 29
in Music Transcription Software

Free to practise onyes
Free trialnot on record
Well documentedyes
Runs where you workyes

Runs on Linux, Mac, self-hosted, Windows.

Omnizart is ranked #9 of 29 in music transcription software on The Geeks Club. It runs on Linux, macOS, Self-hosted, Windows. There is a free plan.

Omnizart plans and pricing

All plans

Omnizart Free MIT License · pip, Docker, or Conda installation github.com · 1 Oct 2026

Compared on music transcription software

Free plan: Yes
Output formats: MIDI, CSV, text
Stem separation: Yes
Chord detection: Yes
MIDI export: Yes
Platform: desktop

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The record

Purpose: Omnizart is a Python library and streamlined solution for automatic music transcription.
Transcription targets: It transcribes pitched instruments, vocal melody, chords, drum events, and beat from polyphonic music.
Lifecycle: The documentation covers dataset downloading, feature preprocessing, model training, transcription, and sonification.
Pretrained models: Pre-trained checkpoints are provided for immediate transcription use.
Interfaces: The project provides pip installation, Docker usage, Conda source installation, and a command-line interface.
Demonstrations: Official documentation links to a Colab notebook and a Replicate web UI demo.
Supported applications: The repository lists music, drum, vocal, vocal-contour, chord, and beat applications.
Python versions: The package metadata requires Python version >=3.8 and <3.15.
Latest release: Release 0.6.3 dated 2026-05-31 added an in-code sherpa-onnx source-separation backend and CLI startup optimization.
Mac limitation: The README states that Omnizart is incompatible with ARM-based macOS because of underlying dependencies.
Drum limitation: The repository says the drum model has unknown bugs that prevent loss convergence when training from scratch, while provided checkpoints remain usable for drum transcription.
License: Omnizart is distributed under the MIT License, and the license states that the software is provided as is without warranty.
Support channel: The project provides GitHub Issues for installation, compatibility, and usage problems.
Intended users: Package metadata classifies the intended audience as developers and science or research users.
Price from: Free

Where it ranks on The Geeks Club

Best Music Transcription Software in 2026#9 of 29

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Sources

music-and-culture-technology-lab.github.io/omnizart-doc/· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 1 Oct 2026
github.com/Music-and-Culture-Technology-Lab/omniza· checked 28 Sept 2026