SOTAVerified

Instrument Recognition

Papers

Showing 2639 of 39 papers

TitleStatusHype
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training0
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications0
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
Deep Neural Network for Musical Instrument Recognition using MFCCs0
Visual Attention for Musical Instrument Recognition0
Cross-modal variational inference for bijective signal-symbol translation0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
An Attention Mechanism for Musical Instrument RecognitionCode0
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic VideosCode0
Musical Instrument Recognition Using Their Distinctive Characteristics in Artificial Neural Networks0
Deep scattering transform applied to note onset detection and instrument recognition0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1M2D-CLAPAccuracy80.6Unverified
2M2D2 AS+Accuracy79.7Unverified
3M2D ASAccuracy78.7Unverified
4MATPAC (SSL, linear eval)Accuracy74.6Unverified
5melspectAccuracy72.1Unverified
6EfficientLEAFAccuracy71.7Unverified
7LEAFAccuracy69.2Unverified
#ModelMetricClaimedVerifiedStatus
1DyMN-Lmean average precision0.86Unverified
2MATPAC (SSL Model, linear eval)mean average precision0.85Unverified
3EAsT-KD + PaSSTmean average precision0.85Unverified
4EAsT-Final + PaSSTmean average precision0.85Unverified
5PaSSTmean average precision0.84Unverified
#ModelMetricClaimedVerifiedStatus
1SVMF1-score0.81Unverified