Speech Classification on KS1
98.1AccuracyBEATS_iter3+
Evaluation Results
| Method | Links | |
|---|---|---|
| BEATS_iter3+#Param=90M, Pre-training Data=AS2022.12 | 98.1 | |
| BEATS_iter1#Param=90M, Pre-training Data=AS2022.12 | 98 | |
| BEATS_iter2#Param=90M, Pre-training Data=AS2022.12 | 97.7 | |
| BEATS_iter3#Param=90M, Pre-training Data=AS2022.12 | 97.7 | |
| Audio-MAE#Param=86M, Pre-training Data=AS, Pre-training Type=Self-Supervised Pre-Training2022.12 | 96.9 | |
| Wav2vec#Param=33M, Pre-training Data=LS, Pre-training Type=Self-Supervised Pre-Training2022.12 | 96.2 | |
| Wav2vec 2.0#Param=95M, Pre-training Data=LS, Pre-training Type=Self-Supervised Pre-Training, Evaluation Protocol=SUPERB frozen2022.12 | 96.2 | |
| SS-AST#Param=89M, Pre-training Data=AS+LS, Pre-training Type=Self-Supervised Pre-Training2022.12 | 96 | |
| MAE-AST#Param=86M, Pre-training Data=AS+LS, Pre-training Type=Self-Supervised Pre-Training2022.12 | 95.8 | |
| AST#Param=86M, Pre-training Data=IN, Pre-training Type=Out-of-domain Supervised Pre-Training2022.12 | 95.5 |