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Music Transcription

Music transcription is the task of converting an acoustic musical signal into some form of music notation.

( Image credit: ISMIR 2015 Tutorial - Automatic Music Transcription )

Papers

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Showing 1–10 of 96 papers

TitleStatusHype
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription—0
Dialogue in Resonance: An Interactive Music Piece for Piano and Real-Time Automatic Transcription System—0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio—0
Automatic Music Transcription using Convolutional Neural Networks and Constant-Q transform—0
Music Tempo Estimation on Solo Instrumental Performance—0
Scalable Approximate Algorithms for Optimal Transport Linear ModelsCode0
Multi-task learning-based temporal pattern matching network for guitar tablature transcription—0
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano TranscriptionCode1
Meta-learning-based percussion transcription and tala identification from low-resource audio—0
Piano Transcription by Hierarchical Language Modeling with Pretrained Roll-based Encoders—0
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All datasetsMAESTROMAPSMusicNetSlakh2100URMPSMD Piano

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1YourMT3+ (YPTF.MoE+M)note-level F-measure-no-offset (Fno)0.85—Unverified
2PerceiverTFnote-level F-measure-no-offset (Fno)0.82—Unverified
3MT3 (colab)note-level F-measure-no-offset (Fno)0.75—Unverified
4Jointistnote-level F-measure-no-offset (Fno)0.6—Unverified
5MT3note-level F-measure-no-offset (Fno)0.57—Unverified
6Basic Pitchnote-level F-measure-no-offset (Fno)0.43—Unverified