Audio Classification on Speech Commands 35 classes V2 (evaluation)
98.15AccuracyEAT-S
Evaluation results
| Method | Links | |
|---|---|---|
| EAT-Se2e=Yes, Pretrained type=none, #Parameters=5.3x10^6, time=7.5msec2022.04 | 98.15 | |
| ASTe2e=No, Pretrained type=ImageNet, #Parameters=87.3x10^6, time=11msec2022.04 | 98.11 | |
| HTS-ATe2e=No, Pretrained type=AudioSet, #Parameters=31.0x10^62022.04 | 98 | |
| Liquid-S4Params.=224K, Sampling Rate=16kHz, Input Length=16,0002024.07 | 96.8 | |
| S5Params.=280K, Sampling Rate=16kHz, Input Length=16,0002024.07 | 96.8 | |
| S4Params.=307K, Sampling Rate=16kHz, Input Length=16,0002024.07 | 96.1 | |
| S4DParams.=306K, Sampling Rate=16kHz, Input Length=16,0002024.07 | 95.8 | |
| LRUParams.=283K, Sampling Rate=16kHz, Input Length=16,000, Implementation=Our Reprod.2024.07 | 95.2 | |
| RotRNNParams.=284K, Sampling Rate=16kHz, Input Length=16,0002024.07 | 95.2 |