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ResearchFormerly WizWand

Speech Command Recognition on RAW Speech Commands (SC) Full 35 Labels (val)

96.78AccuracyLiquid-S4
1.51626.24850.9875.712Sep 26, 2022
Updated 8mo ago

Evaluation results

MethodLinks
Liquid-S4Parameters=224K, Sampling Rate=16kHz, p=22022.0996.78
S4D-LinParameters=306K, Sampling Rate=16kHz2022.0996.25
S4D-InvParameters=306K, Sampling Rate=16kHz2022.0996.18
S4-LegSParameters=307K, Sampling Rate=16kHz2022.0996.08
S4D-LegSParameters=306K, Sampling Rate=16kHz2022.0995.83
ConvNetParameters=26.2M, Sampling Rate=16kHz2022.0995.51
S4-(LegS/FouT)Parameters=307K, Sampling Rate=16kHz2022.0995.32
S4-FouTParameters=307K, Sampling Rate=16kHz2022.0995.27
S4D-InvParameters=306K, Sampling Rate=8kHz2022.0991.8
S4-FouTParameters=307K, Sampling Rate=8kHz2022.0991.59
S4D-LinParameters=306K, Sampling Rate=8kHz2022.0991.58
S4-LegSParameters=307K, Sampling Rate=8kHz2022.0991.32
S4D-LegSParameters=306K, Sampling Rate=8kHz2022.0991.08
S4-(LegS/FouT)Parameters=307K, Sampling Rate=8kHz2022.0990.72
Liquid-S4Parameters=224K, Sampling Rate=8kHz, p=22022.0990
XResNet-50Parameters=904K, Sampling Rate=16kHz2022.0983.01
ResNet-18Parameters=216K, Sampling Rate=16kHz2022.0977.86
InceptionNetParameters=481K, Sampling Rate=16kHz2022.0961.24
ResNet-18Parameters=216K, Sampling Rate=8kHz2022.098.74
XResNet-50Parameters=904K, Sampling Rate=8kHz2022.097.72
ConvNetParameters=26.2M, Sampling Rate=8kHz2022.097.26
InceptionNetParameters=481K, Sampling Rate=8kHz2022.095.18