Agentic Music Transcription Monitor

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Hub

Pick a report or tool

v0.2 · interactive

02 / Weekly

arXiv Report

AMT × LLM/Agent/Foundation Model

10 papers

This week's most relevant papers combining Automatic Music Transcription with LLMs, agents, or foundation models. Clickable arXiv links, code repos, and a Copy Prompt button to re-run the agent.

Hot take MuScriptor
Open arXiv report

03 / Monthly

GitHub Pulse

Core repos + agent frameworks

1 watch

Recent activity across Demucs, Basic Pitch, MT3, music21, LangGraph, crewAI. Stars, latest releases, breaking changes. 1 repo gone (omnizart) and 1 dormant (basic-pitch).

Status 8/8 attempted
Open GitHub report

04 / Foundation

Asset Research

Test audio + eval sets

21 sources

CC-licensed test excerpts (30-second) and eval sets (50-100 pieces) for the pipeline. License verification on every source — NC flags called out.

Recommended MusicNet + Slakh2100
Open Assets report

All Reports

Total Links

Every URL aggregated

28 links

Every clickable link from every report, in one searchable page. Filter by title, source, or URL. Handy when you want to drop a batch into your browser tabs.

Filterable Yes
Open Links page

Tool

Solo Transcription Tester

Audio → notes → arrangement

Browser

Upload a solo instrument audio (or use a built-in sample) and the browser does monophonic pitch detection. Generates a multi-instrument description (key, range, suggested arrangement) from the detected notes.

Engine Web Audio + ACF2+
Open Tester

Project

About this dashboard

Built by the music-transcription-monitor swarm. Each report has a Copy full prompt button — paste it into the agent to re-run the same sweep on a different date.

To regenerate after the next swarm cycle, run python3 setup/build_dashboard.py.

Status v0.2 · interactive

01 / Pipeline

Pipeline Stages

4 stages · idle

Stage 1

Demucs

Source Separation

Not run

Split mixed audio into vocal, drums, bass, and other stems via Meta's hybrid Transformer.

Last run —

Stage 2

Basic Pitch

Audio → MIDI

Not run

Spotify's lightweight CNN+GRU transcriber emits note events and pitch contours.

Last run —

Stage 3

music21

Cleanup & Analysis

Not run

Python toolkit for quantization, key detection, voice leading, and MusicXML round-trip.

Last run —

Stage 4

MuseScore / Verovio

Engraving

Not run

Render the cleaned score to SVG / PNG with MEI notation and per-system layout.

Last run —

📋 Next Actions

  • 1 Approve adding MuScriptor to the audio→MIDI stage (replaces basic-pitch in the monthly pipeline). Add muscriptor to trusted_packages.txt.
  • 2 Drop omnizart from the watchlist (404) and add muscriptor/muscriptor in its place for the next weekly pulse.
  • 3 Download one MusicNet 30s clip into assets/test_audio/ for the August monthly rebuild (CC-BY 4.0, attribution to Zenodo record 5120004).
  • 4 Resolve the DCMLab + Aria-MIDI license questions before any quarterly eval is run.