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marcoyang 2024-03-14 18:19:06 +08:00
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@ -35,6 +35,8 @@ The following table lists the differences among them.
| `lstm_transducer_stateless2` | LSTM | Embedding + Conv1d | Using LSTM with mechanisms in reworked model + gigaspeech (multi-dataset setup) |
| `lstm_transducer_stateless3` | LSTM | Embedding + Conv1d | Using LSTM with mechanisms in reworked model + gradient filter + delay penalty |
| `zipformer` | Upgraded Zipformer | Embedding + Conv1d | The latest recipe |
| `zipformer_adapter` | Upgraded Zipformer | Embedding + Conv1d | Finetune `zipformer` with adapter |
| `zipformer_lora` | Upgraded Zipformer | Embedding + Conv1d | Finetune `zipformer` with LoRA |
The decoder in `transducer_stateless` is modified from the paper
[Rnn-Transducer with Stateless Prediction Network](https://ieeexplore.ieee.org/document/9054419/).