Keyword Spotting on Google Speech Commands V2-12 2018
98.56AccuracyKWT-3
Evaluation Results
| Method | Links | |
|---|---|---|
| KWT-3Extra Knowledge=KD with MHAtt-RNN, #Params (M)=5.3612021.10 | 98.56 | |
| KWT-3Extra Knowledge=None, #Params (M)=5.3612021.10 | 98.54 | |
| KWT-2Extra Knowledge=KD with MHAtt-RNN, #Params (M)=2.3942021.10 | 98.43 | |
| KWT-2Extra Knowledge=None, #Params (M)=2.3942021.10 | 98.21 | |
| KWT-1Extra Knowledge=KD with MHAtt-RNN, #Params (M)=0.6072021.10 | 98.08 | |
| Res-15Extra Knowledge=None, #Params (M)=0.2372021.10 | 98 | |
| MHAtt-RNNExtra Knowledge=None, #Params (M)=0.7432021.10 | 98 | |
| KWT-1Extra Knowledge=None, #Params (M)=0.6072021.10 | 97.72 | |
| KW-MLPExtra Knowledge=None, #Params (M)=0.4242021.10 | 97.63 | |
| KW-MLP10Extra Knowledge=None, #Params (M)=0.3532021.10 | 97.38 | |
| KW-MLP10Extra Knowledge=KD with KW-MLP, #Params (M)=0.3532021.10 | 97.3 | |
| KW-MLP8Extra Knowledge=None, #Params (M)=0.2832021.10 | 97.28 | |
| KW-MLP8Extra Knowledge=KD with KW-MLP, #Params (M)=0.2832021.10 | 97.24 | |
| KW-MLP6Extra Knowledge=KD with KW-MLP, #Params (M)=0.2132021.10 | 97.12 | |
| KW-MLP6Extra Knowledge=None, #Params (M)=0.2132021.10 | 97.03 | |
| Att-RNNExtra Knowledge=None, #Params (M)=0.2022021.10 | 96.9 |