Keyword Spotting on Google Speech Commands 12 V2 (Official)
98.54AccuracyKWT-3
Evaluation Results
| Method | Links | |
|---|---|---|
| KWT-3Num. of Params (K)=5,361, MACs (M)=526.3, Curriculum learning=false2022.01 | 98.54 | |
| ConvMixerNum. of Params (K)=119, MACs (M)=22.2, Curriculum learning=false2022.01 | 98.2 | |
| ConvMixerNum. of Params (K)=119, MACs (M)=22.2, Curriculum learning=true2022.01 | 98.2 | |
| MHAtt-RNNNum. of Params (K)=784, MACs (M)=141.6, Curriculum learning=false2022.01 | 98.04 | |
| KWT-1Num. of Params (K)=607, MACs (M)=53.8, Curriculum learning=false2022.01 | 97.72 | |
| AST-TinyNum. of Params (K)=5805, MACs (M)=782.2, Curriculum learning=false2022.01 | 97.65 | |
| MatchboxNet-6x2x64Num. of Params (K)=140, MACs (M)=36.8, Curriculum learning=false2022.01 | 97.6 | |
| ResNet-15Num. of Params (K)=238, MACs (M)=961.2, Curriculum learning=false2022.01 | 96.48 |