Automatic Speech Recognition on WenetSpeech (dev)
7.19CERConformer-MoE
Evaluation Results
| Method | Links | |
|---|---|---|
| Conformer-MoENumber of Experts=64e2022.04 | 7.19 | |
| Conformer-MoE(64e)Type=CTC/AED, MoE2023.10 | 7.19 | |
| Zipformer-LParams (M)=160.9, Type=pruned transducer2023.10 | 7.29 | |
| Zipformer-MParams (M)=75.9, Type=pruned transducer2023.10 | 7.32 | |
| Conformer-MoENumber of Experts=32e2022.04 | 7.49 | |
| Conformer-MoE(32e)Type=CTC/AED, MoE2023.10 | 7.49 | |
| Conformer-MoENumber of Experts=16e2022.04 | 7.67 | |
| Conformer-MoE(16e)Params (M)=425, Type=CTC/AED, MoE2023.10 | 7.67 | |
| Zipformer-SParams (M)=32.3, Type=pruned transducer2023.10 | 7.96 | |
| Wenet2022.04 | 8.88 | |
| Conformer in WeNetParams (M)=116.9, Type=CTC/AED2023.10 | 8.88 | |
| Kaldi2022.04 | 9.07 | |
| Espnet2022.04 | 9.7 | |
| Conformer in ESPnetParams (M)=116.9, Type=CTC/AED2023.10 | 9.7 |