Library/mt3Forked

magenta/mt3

mt3

MT3: Multi-Task Multitrack Music Transcription

Builder

magenta

magenta

magenta • individual

Stars

1,692

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Forks

217

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Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Nov 3, 2021

Project creation date

README Summary

MT3 is a multi-task multitrack music transcription model that can transcribe multiple instruments simultaneously from audio recordings. It uses a sequence-to-sequence approach to convert audio spectrograms into MIDI-like token sequences representing multiple musical tracks. The model is trained on large-scale datasets and can handle various music transcription tasks including piano transcription, drum transcription, and multi-instrument scenarios.

AI Dev Skills

Unmapped

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

Tags

Multi-Task LearningTransformer ArchitectureAudio Signal ProcessingMusic Information RetrievalSequence-to-Sequence ModelingMulti-Instrument ClassificationSpectral AnalysisMIDI ProcessingPolyphonic Audio AnalysisCloud APISelf-hostedMultimodal ProcessingMusic Analysis and ResearchAudio-to-MIDI ConversionMusic Score GenerationMedia ProductionEntertainmentEducationAutomatic Music TranscriptionAudioMusic TechnologyInstrument Separation and IdentificationMulti-Instrument MIDI GenerationPython

Taxonomy

Recent Activity

Updated 1 months ago

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90 Days

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Quality

research
Quality
medium
Maturity
research

Categories

Learning ResourcesPrimaryRAG & RetrievalEvals & BenchmarkingCoding & Dev ToolsMultimodal AISearch & KnowledgeOther AI / MLFoundation ModelsGenerative Media

PM Skills

Product Discovery

Languages

Python100.0%

Timeline

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

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