icefall/egs/aishell2/ASR/README.md
2022-07-11 14:35:39 +00:00

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# Introduction
This recipe includes some different ASR models trained with Aishell2.
[./RESULTS.md](./RESULTS.md) contains the latest results.
# Transducers
There are various folders containing the name `transducer` in this folder.
The following table lists the differences among them.
| | Encoder | Decoder | Comment |
|---------------------------------------|---------------------|--------------------|-----------------------------|
| `pruned_transducer_stateless5` | Conformer(modified) | Embedding + Conv1d | same as pruned_transducer_stateless4 + more layers + random combiner |
The decoder in `transducer_stateless` is modified from the paper
[Rnn-Transducer with Stateless Prediction Network](https://ieeexplore.ieee.org/document/9054419/).
We place an additional Conv1d layer right after the input embedding layer.