SOTAVerified

Instrument Recognition

Papers

Showing 31–39 of 39 papers

TitleStatusHype
Cross-modal variational inference for bijective signal-symbol translation—0
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 Networks—0
Deep scattering transform applied to note onset detection and instrument recognition—0
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-CLAPAccuracy80.6—Unverified
2M2D2 AS+Accuracy79.7—Unverified
3M2D ASAccuracy78.7—Unverified
4MATPAC (SSL, linear eval)Accuracy74.6—Unverified
5melspectAccuracy72.1—Unverified
6EfficientLEAFAccuracy71.7—Unverified
7LEAFAccuracy69.2—Unverified
#ModelMetricClaimedVerifiedStatus
1DyMN-Lmean average precision0.86—Unverified
2MATPAC (SSL Model, linear eval)mean average precision0.85—Unverified
3EAsT-KD + PaSSTmean average precision0.85—Unverified
4EAsT-Final + PaSSTmean average precision0.85—Unverified
5PaSSTmean average precision0.84—Unverified
#ModelMetricClaimedVerifiedStatus
1SVMF1-score0.81—Unverified