Automatic Speech Recognition on AISHELL-1 1.0 (test)
5.25CER (Offline, Rescoring)TC-BiMamba(S)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TC-BiMamba(S)Encoder=BiMamba, Decoder=Hybrid, Fusion=Addition, Params (M)=47.032026.02 | 5.25 | 5.92 | 5.7 | 6.6 | |
| TC-BiMamba(S)Encoder=CNNs, Decoder=Hybrid, Fusion=Addition, Params (M)=46.942026.02 | 5.3 | 5.96 | 5.82 | 6.81 | |
| U2++Encoder=Conformer, Decoder=BiTransformer, Params (M)=46.112026.02 | 5.31 | 6.12 | 5.75 | 6.78 | |
| ConMambaEncoder=ConMamba, Decoder=Hybrid, Fusion=Addition, Params (M)=47.132026.02 | 5.38 | 6.33 | 5.79 | 6.94 | |
| TC-BiMamba(S)Encoder=BiMamba, Decoder=Hybrid, Fusion=Concatenation, Params (M)=47.262026.02 | 5.4 | 6.4 | 5.95 | 7.17 | |
| TC-BiMamba(S)Encoder=BiMamba, Decoder=BiTransformer, Fusion=Addition, Params (M)=46.072026.02 | 5.47 | 6.04 | 6 | 6.73 | |
| UniMambaEncoder=Mamba, Decoder=Hybrid, Params (M)=45.362026.02 | 6.28 | 7.43 | 6.28 | 7.43 |