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Yifan Yang 2023-10-17 19:32:56 +08:00
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@ -148,8 +148,11 @@ in the decoding.
### GigaSpeech ### GigaSpeech
We provide two models for this recipe: [Conformer CTC model][GigaSpeech_conformer_ctc] We provide three models for this recipe: [Zipformer]
and [Pruned stateless RNN-T: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss][GigaSpeech_pruned_transducer_stateless2].
- [Conformer CTC model][GigaSpeech_conformer_ctc]
- [Pruned stateless RNN-T: Conformer encoder + Embedding decoder + k2 pruned RNN-T loss][GigaSpeech_pruned_transducer_stateless2].
- [Transducer: Zipformer encoder + Embedding decoder][GigaSpeech_zipformer]
#### Conformer CTC #### Conformer CTC
@ -165,6 +168,14 @@ and [Pruned stateless RNN-T: Conformer encoder + Embedding decoder + k2 pruned R
| fast beam search | 10.50 | 10.69 | | fast beam search | 10.50 | 10.69 |
| modified beam search | 10.40 | 10.51 | | modified beam search | 10.40 | 10.51 |
#### Transducer: Zipformer encoder + Embedding decoder
| | Dev | Test |
|----------------------|-------|-------|
| greedy search | 10.31 | 10.50 |
| fast beam search | 10.26 | 10.48 |
| modified beam search | 10.25 | 10.38 |
### Aishell ### Aishell
@ -378,6 +389,7 @@ Please see: [![Open In Colab](https://colab.research.google.com/assets/colab-bad
[TED-LIUM3_pruned_transducer_stateless]: egs/tedlium3/ASR/pruned_transducer_stateless [TED-LIUM3_pruned_transducer_stateless]: egs/tedlium3/ASR/pruned_transducer_stateless
[GigaSpeech_conformer_ctc]: egs/gigaspeech/ASR/conformer_ctc [GigaSpeech_conformer_ctc]: egs/gigaspeech/ASR/conformer_ctc
[GigaSpeech_pruned_transducer_stateless2]: egs/gigaspeech/ASR/pruned_transducer_stateless2 [GigaSpeech_pruned_transducer_stateless2]: egs/gigaspeech/ASR/pruned_transducer_stateless2
[GigaSpeech_zipformer]: egs/gigaspeech/ASR/zipformer
[Aidatatang_200zh_pruned_transducer_stateless2]: egs/aidatatang_200zh/ASR/pruned_transducer_stateless2 [Aidatatang_200zh_pruned_transducer_stateless2]: egs/aidatatang_200zh/ASR/pruned_transducer_stateless2
[WenetSpeech_pruned_transducer_stateless2]: egs/wenetspeech/ASR/pruned_transducer_stateless2 [WenetSpeech_pruned_transducer_stateless2]: egs/wenetspeech/ASR/pruned_transducer_stateless2
[WenetSpeech_pruned_transducer_stateless5]: egs/wenetspeech/ASR/pruned_transducer_stateless5 [WenetSpeech_pruned_transducer_stateless5]: egs/wenetspeech/ASR/pruned_transducer_stateless5