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ResearchFormerly WizWand

Keyword Spotting on Google Speech Commands 12 classes v1 (test)

99.28AccuracySRE + Linear single
95.660896.600497.5498.4796Sep 1, 2020Nov 6, 2020Jan 11, 2021Mar 18, 2021May 23, 2021Jul 28, 2021Oct 3, 2021
Updated 8mo ago

Evaluation results

MethodLinks
SRE + Linear singleTrain Dataset=GSC2 (12), Training Protocol=single-task, Downstream Head=Linear2021.1099.28
NAS2Cell (#)=6, Channels (#)=36, Par. (K)=8862020.0997.22
NAS1Cell (#)=12, Channels (#)=16, Par. (K)=2812020.0997.06
NAS1Cell (#)=6, Channels (#)=36, Par. (K)=4742020.0996.96
NAS1Cell (#)=6, Channels (#)=24, Par. (K)=2232020.0996.9
NAS2Cell (#)=6, Channels (#)=24, Par. (K)=4002020.0996.86
NAS2Cell (#)=12, Channels (#)=16, Par. (K)=2812020.0996.81
CENet-GCN-40Par. (K)=72.32020.0996.8
NAS1Cell (#)=6, Channels (#)=16, Par. (K)=1072020.0996.74
NAS2Cell (#)=6, Channels (#)=16, Par. (K)=1822020.0996.74
TC-ResNet14-1.5Par. (K)=3052020.0996.6
SincConv+DSConvPar. (K)=1222020.0996.6
Res15Par. (K)=2392020.0995.8