Keyword Spotting on Google Speech Commands 12 classes v1 (test)
99.28AccuracySRE + Linear single
Evaluation Results
| Method | Links | |
|---|---|---|
| SRE + Linear singleTrain Dataset=GSC2 (12), Training Protocol=single-task, Downstream Head=Linear2021.10 | 99.28 | |
| NAS2Cell (#)=6, Channels (#)=36, Par. (K)=8862020.09 | 97.22 | |
| NAS1Cell (#)=12, Channels (#)=16, Par. (K)=2812020.09 | 97.06 | |
| NAS1Cell (#)=6, Channels (#)=36, Par. (K)=4742020.09 | 96.96 | |
| NAS1Cell (#)=6, Channels (#)=24, Par. (K)=2232020.09 | 96.9 | |
| NAS2Cell (#)=6, Channels (#)=24, Par. (K)=4002020.09 | 96.86 | |
| NAS2Cell (#)=12, Channels (#)=16, Par. (K)=2812020.09 | 96.81 | |
| CENet-GCN-40Par. (K)=72.32020.09 | 96.8 | |
| NAS1Cell (#)=6, Channels (#)=16, Par. (K)=1072020.09 | 96.74 | |
| NAS2Cell (#)=6, Channels (#)=16, Par. (K)=1822020.09 | 96.74 | |
| TC-ResNet14-1.5Par. (K)=3052020.09 | 96.6 | |
| SincConv+DSConvPar. (K)=1222020.09 | 96.6 | |
| Res15Par. (K)=2392020.09 | 95.8 |