Audio Classification on Speech Commands (SC) Unprocessed signals (RAW)
98.32AccuracyS4
Evaluation Results
| Method | Links | |
|---|---|---|
| S4Source=[GGR22], Input Length=160002022.03 | 98.32 | |
| DSS_EXPInput Length=160002022.03 | 98.2 | |
| S4Source=our run, Input Length=160002022.03 | 98.1 | |
| DSS_SOFTMAXInput Length=160002022.03 | 97.7 | |
| DSS_EXP-NO-SCALEInput Length=160002022.03 | 97.7 | |
| S4‡#Param.=300K2022.09 | 97.5 | |
| MEGA (big)#Param.=476K2022.09 | 97.3 | |
| MEGA (base)#Param.=300K2022.09 | 96.92 | |
| WaveGAN-DInput Length=160002022.03 | 96.25 | |
| CKConvInput Length=160002022.03 | 71.66 | |
| PerformerInput Length=160002022.03 | 30.77 | |
| NRDEInput Length=160002022.03 | 16.49 | |
| ExpRNNInput Length=160002022.03 | 11.6 |