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ResearchFormerly WizWand

Audio Classification on NSynth Pitch

92.7AccuracyEfficientLEAF
86.054487.779789.50591.2303Jul 12, 2022Jan 19, 2023Jul 29, 2023Feb 6, 2024Aug 15, 2024Feb 22, 2025Sep 2, 2025
Updated 4mo ago

Evaluation results

MethodLinks
EfficientLEAFFilterbank=Gabor 4G, Compression=L-M-TBN2022.0792.7
EfficientLEAFFilterbank=Gabor 8G-opt, Compression=L-M-TBN2022.0792.4
LEAFFilterbank=Gabor, Compression=PCEN2022.0792.2
EfficientLEAFFilterbank=Gabor 4G, Compression=PCEN2022.0792.1
STFT-MelFilterbank=STFT-Mel*, Compression=L-M-TBN*2022.0791.9
A-RWKV-B/16Training Protocol=from-scratch, Precision=bf162025.0991.35
Pengi2023.0586.76
AST-B/16Training Protocol=from-scratch, Precision=bf162025.0986.31