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Google Speech Commands

Benchmarks

Task NameDataset NameSOTA ResultTrend
Keyword SpottingGoogle Speech Commands (test)
Accuracy98
71
Keyword SpottingGoogle Speech Commands v1 (test)
Accuracy98
68
Keyword SpottingGoogle Speech Commands V2-35
Accuracy98.11
42
Keyword SpottingGoogle Speech Commands V2 (test)
Accuracy98.7
39
Keyword SpottingGoogle Speech Commands
Accuracy97.21
23
Keyword SpottingGoogle Speech Commands Google12 V2 (test)
Accuracy95.7
22
Keyword SpottingGoogle Speech Commands corrupted with MS-SNSD noise v2 (test)
Macro F1 Score81.46
21
Keyword SpottingGoogle Speech Commands corrupted with ESC-50 noise v2 (test)
Macro F184.51
21
Keyword SpottingGSC (Google Speech Commands)
Normalized Score97
20
Keyword SpottingGoogle Speech Commands V2-12 2018
Accuracy98.56
16
Keyword SpottingGoogle Speech Commands 12 classes v1 (test)
Accuracy99.28
13
Keyword SpottingGoogle Speech Commands 12 V2 (Official)
Accuracy98.54
8
Zero-shot Keyword SpottingGoogle Speech Commands G V2
AUC99.41
6
Keyword SpottingGoogle Speech Commands SNR 10 dB v1
Accuracy89.61
6
Keyword SpottingGoogle Speech Commands SNR 5 dB v1
Accuracy85.85
6
Keyword SpottingGoogle Speech Commands v1 (SNR 0 dB)
Accuracy80.23
6
Open-vocabulary keyword spottingGoogle Speech Commands (GSC)
EER8
6
Keyword SpottingGoogle Speech Commands G V2
False Alarm Rate (FAR)0.002
5
Speech RecognitionGoogle Speech Commands (GSC)
Accuracy95.6
4
Own-voice/external-speaker detectionGoogle Speech Commands head-and-torso simulated ATF
Accuracy (Own)98.38
2
Keyword SpottingGoogle Speech Commands reduced (4 keywords: up, down, left, right) (test)
Recall Average0
1
Speech RecognitionGoogle Speech Commands (GSC) (test)
Accuracy-
0
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