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icefall/egs/aishell2/ASR
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Yuekai Zhang c17233eca7
[Ready] [Recipes] add aishell2 (#465) 
* add aishell2

* fix aishell2

* add manifest stats

* update prepare char dict

* fix lint

* setting max duration

* lint

* change context size to 1

* update result

* update hf link

* fix decoding comment

* add more decoding methods

* update result

* change context-size 2 default
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..
local
[Ready] [Recipes] add aishell2 (#465)
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pruned_transducer_stateless5
[Ready] [Recipes] add aishell2 (#465)
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prepare.sh
[Ready] [Recipes] add aishell2 (#465)
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README.md
[Ready] [Recipes] add aishell2 (#465)
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RESULTS.md
[Ready] [Recipes] add aishell2 (#465)
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shared
[Ready] [Recipes] add aishell2 (#465)
2022-07-14 14:46:56 +08:00

README.md

Introduction

This recipe includes some different ASR models trained with Aishell2.

./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_stateless5 in librispeech recipe

The decoder in transducer_stateless is modified from the paper Rnn-Transducer with Stateless Prediction Network. We place an additional Conv1d layer right after the input embedding layer.