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Add two sections (experiments and model released) to README.md for DS2. #262

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Add two sections (experiments and model released) to README.md for DS2. #262

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49 changes: 46 additions & 3 deletions deep_speech_2/README.md
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Expand Up @@ -419,13 +419,56 @@ python deploy/demo_server.py --help
python deploy/demo_client.py --help
```

## Released Models

#### Speech Model Released

Language | Model Name | Training Data | Training Hours
:-----------: | :------------: | :----------: | -------:
English | [LibriSpeech Model](http://cloud.dlnel.org/filepub/?uuid=17404caf-cf19-492f-9707-1fad07c19aae) | [LibriSpeech Dataset](http://www.openslr.org/12/) | 960 h
English | [Internal English Model](to-be-added) | Baidu English Dataset | 8000 h
Mandarin | [Aishell Model](http://cloud.dlnel.org/filepub/?uuid=6c83b9d8-3255-4adf-9726-0fe0be3d0274) | [Aishell Dataset](http://www.openslr.org/33/) | 151 h
Mandarin | [Internal Mandarin Model](to-be-added) | Baidu Mandarin Dataset | 2917 h

#### Language Model Released

Language Model | Training Data | Token-based | Size | Filter Configuraiton
:-------------:| :------------:| :-----: | -----: | -----------------:
[English LM (Median)](http://paddlepaddle.bj.bcebos.com/model_zoo/speech/common_crawl_00.prune01111.trie.klm) | To Be Added | Word-based | 8.3 GB | To Be Added
[English LM (Big)](to-be-added) | To Be Added | Word-based | X.X GB | To Be Added
[Mandarin LM (Median)](http://cloud.dlnel.org/filepub/?uuid=d21861e4-4ed6-45bb-ad8e-ae417a43195e) | To Be Added | Character-based | 2.8 GB | To Be Added
[Mandarin LM (Big)](to-be-added) | To Be Added | Character-based | X.X GB | To Be Added

## Experiments and Benchmarks

TODO: to be added
#### English Model Evaluation (Word Error Rate)

## Released Models
Test Set | LibriSpeech Model | Internal English Model
:---------------------: | :---------------: | :-------------------:
LibriSpeech-Test-Clean | 7.9 | X.X
LibriSpeech-Test-Other | X.X | X.X
VoxForge-Test | X.X | X.X
Baidu-English-Test | X.X | X.X

TODO: to be added
#### English Model Evaluation (Character Error Rate)

Test Set | LibriSpeech Model | Internal English Model
:---------------------: | :---------------: | :-------------------:
LibriSpeech-Test-Clean | X.X | X.X
LibriSpeech-Test-Other | X.X | X.X
VoxForge-Test | X.X | X.X
Baidu-English-Test | X.X | X.X

#### Mandarin Model Evaluation (Character Error Rate)

Test Set | Aishell Model | Internal Mandarin Model
:---------------------: | :---------------: | :-------------------:
Aishell-Test | X.X | X.X
Baidu-Mandarin-Test | X.X | X.X

#### Multiple GPU Efficiency

TODO: To Be Added

## Questions and Help

Expand Down