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ResearchFormerly WizWand

Beijing Opera Percussion Classification on Beijing Opera

97Top-1 AccBYOL-S
89.09691.14893.295.252Jun 24, 2022
Updated 8mo ago

Evaluation results

MethodLinks
BYOL-Sencoder=CLSTM2022.0697
BYOL-Sencoder=CvT2022.0696.2
Hybrid BYOL-S/CvTalpha:beta ratio=1:22022.0696.2
Hybrid BYOL-S/CvTalpha:beta ratio=3:22022.0695.8
BYOL-S++Pre-training dataset=BYOL-S++2022.0695.3
BYOL-Swindow size (s)=0.52022.0694.9
Hybrid BYOL-S/CvTalpha:beta ratio=1:42022.0694.9
Hybrid BYOL-S/CvTalpha:beta ratio=2:12022.0694.9
Hybrid BYOL-S/CvTalpha:beta ratio=4:12022.0694.9
BYOL-Swindow size (s)=1.4252022.0694.5
Hybrid BYOL-S/CvTalpha:beta ratio=1:12022.0694.5
BYOL-Swindow size (s)=22022.0694.1
CREPEbaseline_type=HEAR baseline2022.0693.2
BYOL-Swindow size (s)=0.952022.0693.2
Hybrid BYOL-S/CvTalpha:beta ratio=2:32022.0693.2
BYOL-S/CvT + OS2022.0692.8
Hybrid BYOL-S/Default2022.0692.8
BYOL-Sencoder=Resnetish-342022.0692.4
BYOL-APre-training dataset=BYOL-A2022.0691.9
BYOL-SPre-training dataset=BYOL-S2022.0691.1
wav2vec2baseline_type=HEAR baseline2022.0689.4
openSMILE (OS)mode=OS only2022.0689.4