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SOTA Speech Command Recognition benchmarks and papers with code | Wizwand
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Speech Command Recognition
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
GSC-MUSAN (test)
ImportantAug
Error Rate
5.1
28
4d ago
GSC-QUT (test)
ImportantAug
Error Rate
4.8
28
4d ago
RAW Speech Commands (SC) Full 35 Labels (val)
Liquid-S4
Accuracy
96.78
22
4d ago
Google Speech Command Dataset 20-cmd V2 (test)
AST-S
Accuracy
98.11
19
4d ago
Speech Commands 16kHz SC10 (val)
Liquid-S4
Accuracy
98.51
7
4d ago
Speech Commands 8kHz SC10 (val)
S4-LegS
Accuracy
96.3
6
4d ago
Google Speech Command Dataset 20-cmd V1 (test)
Attention RNN
Accuracy
0.941
6
4d ago
Arabic SC (test)
SpeechPrompt v2 (GSLM+)
Accuracy
100
5
4d ago
Lithuanian SC (test)
SpeechPrompt v2 (GSLM+)
Accuracy
95.5
5
4d ago
Grabo SC (test)
SOTA (Topline)
Accuracy
98.9
5
4d ago
Google SC v1 (test)
SOTA (Topline)
Accuracy
98.6
5
4d ago
Google Speech Command Dataset left/right V1 (test)
Attention RNN
Accuracy
0.992
5
4d ago
Google Speech Command Dataset 35-word V1 (test)
Attention RNN
Accuracy
94.3
5
4d ago
Google Speech Command (GSC) v2 (test)
ImportantAug
Error Rate
0.05
4
4d ago
Google Speech Command Dataset left right V2 (test)
Attention RNN
Accuracy
99.4
1
4d ago
Google Speech Command Dataset 35-word V2 (test)
Attention RNN
Accuracy
93.9
1
4d ago
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