SOTAVerified

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

Showing 110 of 96 papers

TitleStatusHype
Fretting-Transformer: Encoder-Decoder Model for MIDI to Tablature Transcription0
Dialogue in Resonance: An Interactive Music Piece for Piano and Real-Time Automatic Transcription System0
Unified Cross-modal Translation of Score Images, Symbolic Music, and Performance Audio0
Automatic Music Transcription using Convolutional Neural Networks and Constant-Q transform0
Music Tempo Estimation on Solo Instrumental Performance0
Scalable Approximate Algorithms for Optimal Transport Linear ModelsCode0
Multi-task learning-based temporal pattern matching network for guitar tablature transcription0
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano TranscriptionCode1
Meta-learning-based percussion transcription and tala identification from low-resource audio0
Piano Transcription by Hierarchical Language Modeling with Pretrained Roll-based Encoders0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Residual Shuffle-Exchange networkAPS78.02Unverified
2Complex TransformerAPS74.22Unverified
3Deep Complex NetworkAPS72.9Unverified
4Concatenated TransformerAPS71.3Unverified
5Deep Real NetworkAPS69.6Unverified
6CNN (64 stride)APS67.8Unverified