SOTAVerified

Instrument Recognition

Papers

Showing 2639 of 39 papers

TitleStatusHype
Self-refining of Pseudo Labels for Music Source Separation with Noisy Labeled Data0
SurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence0
Visual Attention for Musical Instrument Recognition0
Predominant Musical Instrument Classification based on Spectral FeaturesCode0
Automatic Instrument Recognition in Polyphonic Music Using Convolutional Neural NetworksCode0
A Hierarchical Deep Learning Approach for Minority Instrument DetectionCode0
Augmentation Methods on Monophonic Audio for Instrument Classification in Polyphonic MusicCode0
Surgical Phase and Instrument Recognition: How to identify appropriate Dataset SplitsCode0
Weakly Supervised Convolutional LSTM Approach for Tool Tracking in Laparoscopic VideosCode0
M2D2: Exploring General-purpose Audio-Language Representations Beyond CLAPCode0
I can listen but cannot read: An evaluation of two-tower multimodal systems for instrument recognitionCode0
An Attention Mechanism for Musical Instrument RecognitionCode0
Deep convolutional neural networks for predominant instrument recognition in polyphonic musicCode0
Use of speaker recognition approaches for learning and evaluating embedding representations of musical instrument soundsCode0
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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