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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
1mo ago
GSC-QUT (test)
ImportantAug
Error Rate
4.8
28
1mo ago
RAW Speech Commands (SC) Full 35 Labels (val)
Liquid-S4
Accuracy
96.78
22
1mo ago
Google Speech Command Dataset 20-cmd V2 (test)
AST-S
Accuracy
98.11
19
1mo ago
Google SC v1 (test)
SOTA (Topline)
Accuracy
98.6
11
20d ago
Speech Commands 16kHz SC10 (val)
Liquid-S4
Accuracy
98.51
7
1mo ago
Speech Commands 8kHz SC10 (val)
S4-LegS
Accuracy
96.3
6
1mo ago
Google Speech Command Dataset 20-cmd V1 (test)
Attention RNN
Accuracy
0.941
6
1mo ago
SPCV2 (evaluation)
EnCodecMAE
Accuracy
97.3
5
9d ago
Arabic SC (test)
SpeechPrompt v2 (GSLM+)
Accuracy
100
5
1mo ago
Lithuanian SC (test)
SpeechPrompt v2 (GSLM+)
Accuracy
95.5
5
1mo ago
Grabo SC (test)
SOTA (Topline)
Accuracy
98.9
5
1mo ago
Google Speech Command Dataset left/right V1 (test)
Attention RNN
Accuracy
0.992
5
1mo ago
Google Speech Command Dataset 35-word V1 (test)
Attention RNN
Accuracy
94.3
5
1mo ago
GSC v2
AudioMAE
Accuracy
98.3
4
20d ago
Google Speech Command (GSC) v2 (test)
ImportantAug
Error Rate
0.05
4
1mo ago
Google Speech Command Dataset left right V2 (test)
Attention RNN
Accuracy
99.4
1
1mo ago
Google Speech Command Dataset 35-word V2 (test)
Attention RNN
Accuracy
93.9
1
1mo ago
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