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ResearchFormerly WizWand

Speech Command Recognition

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

GSC-MUSAN (test)

5.1Error Rate

28

Feb 26, 2026

4.8Error Rate

28

Feb 26, 2026

RAW Speech Commands (SC) Full 35 Labels (val)

96.78Accuracy

22

Feb 26, 2026

Google Speech Command Dataset 20-cmd V2 (test)

98.11Accuracy

19

Feb 26, 2026

Google SC v1 (test)

98.6Accuracy

11

Mar 30, 2026

Speech Commands 16kHz SC10 (val)

98.51Accuracy

7

Feb 26, 2026

Speech Commands 8kHz SC10 (val)

96.3Accuracy

6

Feb 26, 2026

Google Speech Command Dataset 20-cmd V1 (test)

0.941Accuracy

6

Feb 26, 2026

SPCV2 (evaluation)

97.3Accuracy

5

Apr 10, 2026

Arabic SC (test)

SpeechPrompt v2 (GSLM+)

100Accuracy

5

Feb 26, 2026

Lithuanian SC (test)

SpeechPrompt v2 (GSLM+)

95.5Accuracy

5

Feb 26, 2026

Grabo SC (test)

98.9Accuracy

5

Feb 26, 2026

Google Speech Command Dataset left/right V1 (test)

0.992Accuracy

5

Feb 26, 2026

Google Speech Command Dataset 35-word V1 (test)

94.3Accuracy

5

Feb 26, 2026

98.3Accuracy

4

Mar 30, 2026

Google Speech Command (GSC) v2 (test)

0.05Error Rate

4

Feb 26, 2026

Google Speech Command Dataset left right V2 (test)

99.4Accuracy

1

Feb 26, 2026

Google Speech Command Dataset 35-word V2 (test)

93.9Accuracy

1

Feb 26, 2026