Speech Commands
Benchmarks
TaskDatasetSOTA resultTrendResults
Speech Commands (test)
98.4Accuracy
65
Speech Commands V2
98.8Accuracy
61
Speech Commands V2 (test)
98.9Accuracy
59
Speech Commands V2
98.9Accuracy
43
Speech Commands 16kHz 35-way (test)
96.82Accuracy
32
Speech Commands 8kHz 35-way (test)
95.05Accuracy
28
Speech Commands Spectrogram Mini (train)
0.219Training Loss
24
Speech Commands Spectrogram Mini (val)
83.3Accuracy
24
Speech Commands KS1 v1
98.8Accuracy
24
Speech Commands KS2 v2
98.9Accuracy
23
RAW Speech Commands (SC) Full 35 Labels (val)
96.78Accuracy
22
Speech Commands v1
99Accuracy
19
Speech Commands MFCC (test)
95.3Accuracy
16
Speech Commands v2
98.8Accuracy
15
Speech Commands Raw (SC_raw) (test)
98.32Accuracy
15
Speech Commands
97.8Accuracy
14
Speech Commands Mini
93.4Accuracy
13
Speech Commands (SC) Unprocessed signals (RAW)
98.32Accuracy
13
Speech Commands SC-30 v1 (test)
95.86BA
10
Speech Commands SC-10 v1 (test)
95.01BA
10
Speech Commands 35 classes V2 (evaluation)
98.15Accuracy
9
Speech Commands v1 (train)
99.75ASR Accuracy (%)
8
Speech Commands (SC) MFCC Standard pre-processed
95.3Accuracy
8
Speech Commands 16kHz SC10 (val)
98.51Accuracy
7
Speech Commands V1
97.3Accuracy
6