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magenta/mt3

mt3

MT3: Multi-Task Multitrack Music Transcription

View on GitHub↗Upstream magenta/mt3↗

Builder

magenta

magenta

magenta • individual

Stars

1,711

Using upstream star count

Forks

218

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 3, 2021

Project creation date

README Summary

MT3 is a multi-instrument automatic music transcription model that uses the [T5X framework](https://github.com/google-research/t5x).

Community Evaluation

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AI Dev Skills

Unmapped

Audio Signal ProcessingMIDI ProcessingMulti-Instrument ClassificationMulti-Task LearningMusic Information RetrievalPolyphonic Audio AnalysisSequence-to-Sequence ModelingSpectral AnalysisTransformer Architecture

Tags

Audio Signal ProcessingMIDI ProcessingMulti-Instrument ClassificationMulti-Task LearningMusic Information RetrievalPolyphonic Audio AnalysisSequence-to-Sequence ModelingSpectral AnalysisTransformer ArchitectureForkedJupyterMusic TechSpeech to TextTransformers

Taxonomy

AI Trends

Multi-Task LearningMultimodal Processing

category

Foundation ModelsGenerative MediaIndustry: Audio & MusicData Science & Analytics

Deployment Context

Self-hostedCloud API

Industries

Music TechnologyEntertainmentMedia ProductionEducation

Modalities

Audio

Skill Areas

Multi-Task LearningTransformer ArchitectureAudio Signal ProcessingMusic Information RetrievalSequence-to-Sequence ModelingMulti-Instrument ClassificationSpectral AnalysisMIDI ProcessingPolyphonic Audio Analysis

tag

ForkedJupyterMusic TechSpeech to TextTransformers

Use Cases

Automatic Music TranscriptionMulti-Instrument MIDI GenerationMusic Score GenerationAudio-to-MIDI ConversionMusic Analysis and ResearchInstrument Separation and Identification

Recent Activity

Updated 2 months ago

7 Days

0

30 Days

0

90 Days

2

Merge pull request #173 from bhandarivijay-png/ai-gsutil-migration-8cf3bcba6e9b4a11bd6a768793bbe16f

Ian Simon • Mar 9, 2026

79f0f1d

chore: Migrate gsutil usage to gcloud storage

bhandarivijay • Mar 6, 2026

525c331

Quality

research
Quality
medium
Maturity
research

Categories

Industry: Audio & MusicPrimaryData Science & AnalyticsFoundation ModelsGenerative Media

PM Skills

User Experience

Languages

Python100.0%

Timeline

Project created
Nov 3, 2021
Forked
Mar 13, 2026
Your last push
2 months ago
Upstream last push
2 months ago
Tracked since
Mar 9, 2026

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