Ross ROSS = Recommend OSS · open-source software intelligence for agents

muscriptor/muscriptor

A multi-instrument music transcription model developed by Kyutai and Mirelo. observed · 2026-08-28

github.com/muscriptor/muscriptor · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

79/100

  • Activity 99
  • Release rhythm 96
  • Longevity 4

Flags: young

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: 5.0
  • age_days: 62
  • days_rel: 28
  • days_push: 9
  • n_releases_24m: 5

Full methodology

Adoption not part of the score

1263 stars · 149 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

MuScriptor is a multi-instrument music transcription model by Kyutai and Mirelo that converts audio recordings into MIDI and sheet music. It is distributed as a Python package with a CLI and a self-hostable web UI, and is claimed to be the most accurate open-source transcription model.

Use cases

  • transcribe a song recording to MIDI
  • convert audio to sheet music notation
  • transcribe multi-instrument music files
  • self-host a music transcription web app
  • run audio-to-MIDI transcription from the command line

When to choose

  • you need open-source audio-to-MIDI transcription with high accuracy
  • you want MIDI plus engraved sheet music output from recordings
  • you want a self-hosted transcription service or CLI

When to avoid

  • you need a permissively licensed model for commercial use (weights are CC BY-NC 4.0)
  • you need real-time low-latency transcription
  • you cannot run GPU inference locally and don't want to use the hosted service

Facets

library · maturity active

machine-learning audio-processing llm-inference machine-learning deep-learning media python windows cli music-transcription audio-to-midi sheet-music transformer music-information-retrieval self-hosted audio linux macos web-server gpu

2 sources

Member repositories

RepositoryRoleHealth v2
muscriptor/muscriptormain79

For agents

markdown · JSON · MCP: product_card(name="muscriptor/muscriptor")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem