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ResearchFormerly WizWand

Automatic Speech Recognition on ATC Corpus

3.5CER (DS2)ROSE
3.12445.65978.19510.7303Dec 11, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ROSECausal=false, Domain=T, #Param. (M)=36.98, GMAC/S=4.732023.123.52.42
ROSE2023.123.5—
DEMUCSCausal=false, Domain=T, #Param. (M)=68.87, GMAC/S=38.122023.124.282.72
SE-ConformerCausal=false, Domain=T, #Param. (M)=75.28, GMAC/S=44.962023.124.382.74
Noisy2023.124.662.81
Noisy2023.124.66—
TF-GridNetCausal=false, Domain=T-F, #Param. (M)=8.2, GMAC/S=19.22023.124.872.83
DEMUCSCausal=true, Domain=T, #Param. (M)=53.52, GMAC/S=37.832023.124.892.75
DB-AIATCausal=false, Domain=T-F, #Param. (M)=2.81, GMAC/S=41.82023.124.92.79
RVAE-EM-SMethod Type=Dereverberation2023.125.11—
FullSubNet+Causal=false, Domain=T-F, #Param. (M)=8.67, GMAC/S=48.572023.125.352.76
BSRNNCausal=true, Domain=T-F, #Param. (M)=2.96, GMAC/S=2.572023.125.662.86
WD-TCNMethod Type=Dereverberation2023.126.09—
CRNCausal=true, Domain=T-F, #Param. (M)=1.7, GMAC/S=8.82023.127.972.91
MetricGAN+Causal=false, Domain=T-F, #Param. (M)=1.86, GMAC/S=28.512023.127.982.89
MetricGANCausal=false, Domain=T-F, #Param. (M)=1.86, GMAC/S=28.512023.128.313.01
DCCRN-ECausal=true, Domain=T-F, #Param. (M)=3.67, GMAC/S=33.482023.128.463.97
Spec-SubCausal=false, Domain=T-F2023.129.446.95
SGMSECausal=false, Domain=T-F, #Param. (M)=3.89, GMAC/S=152.772023.129.444.79
SEGANCausal=false, Domain=T, #Param. (M)=65.82, GMAC/S=13.392023.129.744.31
CDiffuSECausal=false, Domain=T-F, #Param. (M)=4.28, GMAC/S=190.232023.1210.455.02
NKFMethod Type=Acoustic Echo Cancellation (AEC)2023.1210.52—
WienerCausal=false, Domain=T-F2023.1210.627.12
Align-CRUSEMethod Type=Acoustic Echo Cancellation (AEC)2023.1210.99—
DiffuSECausal=false, Domain=T-F, #Param. (M)=3.23, GMAC/S=210.312023.1211.545.55
WPEMethod Type=Dereverberation2023.1211.67—
NLMSMethod Type=Acoustic Echo Cancellation (AEC)2023.1212.89—