Speech Recognition on WenetSpeech
Metric: Character Error Rate (CER) (lower is better)
Metric: Character Error Rate (CER) (lower is better)
| # | Model↕ | Character Error Rate (CER)▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Paraformer-large | 6.97 | Yes | FunASR: A Fundamental End-to-End Speech Recognit... | 2023-05-18 | Code |
| 2 | Conformer-MoE (64e) | 7.19 | No | 3M: Multi-loss, Multi-path and Multi-level Neura... | 2022-04-07 | Code |
| 3 | Zipformer+pruned transducer (no external language model) | 7.29 | No | Zipformer: A faster and better encoder for autom... | 2023-10-17 | Code |
| 4 | Conformer-MoE (32e) | 7.49 | No | 3M: Multi-loss, Multi-path and Multi-level Neura... | 2022-04-07 | Code |
| 5 | Conformer-MoE (16e) | 7.67 | No | 3M: Multi-loss, Multi-path and Multi-level Neura... | 2022-04-07 | Code |
| 6 | Wenet | 8.88 | No | WenetSpeech: A 10000+ Hours Multi-domain Mandari... | 2021-10-07 | Code |
| 7 | Kaldi | 9.07 | No | WenetSpeech: A 10000+ Hours Multi-domain Mandari... | 2021-10-07 | Code |
| 8 | Espnet | 9.7 | No | WenetSpeech: A 10000+ Hours Multi-domain Mandari... | 2021-10-07 | Code |