Add document for Mandarin model. #364
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xinghai-sun
requested changes
Oct 12, 2017
deep_speech_2/README.md
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| @@ -398,7 +398,7 @@ For more information about the DeepSpeech2 training on PaddleCloud, please refer | |||
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| ## Training for Mandarin Language | |||
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| TODO: to be added | |||
| The steps of training, evaluation and inference for Mandarin ASR model is same with English ASR model. We have provided an example for Mandarin data which using Aishell dataset and you can find it in ```examples/aishell```. As mentioned above, you can execute ```sh run_data.sh```, ```sh run_train.sh```, ```sh run_test.sh``` and ```sh run_infer.sh``` to do data preparation, training, test and inference correspondingly. We have also tuned a setting to get better model performance (not the best), and you can execute ```sh run_infer_golden.sh``` to show some speech-to-text decoding results. | |||
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- is same with --> is the same to
- for Mandarin data which using Aishell dataset and you cdan find it in --> for Mandarin training with Aishell in
- you can execute --> please execute
- test --> testing
- We have also tuned a setting to get better model performance .... ---> We have also prepared a pre-trained model (downloaded in
./models/aishell/download_model.sh) for users to try withsh run_infer_golden.shandsh run_test_golden.sh.
xinghai-sun
approved these changes
Nov 3, 2017
deep_speech_2/README.md
Outdated
| @@ -398,7 +398,7 @@ For more information about the DeepSpeech2 training on PaddleCloud, please refer | |||
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| ## Training for Mandarin Language | |||
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| TODO: to be added | |||
| The key steps of training for Mandarin Language are same to that of English Language and we have also provided an example for Mandarin training with Aishell in ```examples/aishell```. As mentioned above, please execute ```sh run_data.sh```, ```sh run_train.sh```, ```sh run_test.sh``` and ```sh run_infer.sh``` to do data preparation, training, test and inference correspondingly. We have also prepared a pre-trained model (downloaded by ./models/aishell/download_model.sh) for users to try with ```sh run_infer_golden.sh``` and ```sh run_test_golden.sh```. Notice that, different from English LM, the Mandarin LM is character based and please run ```tools/tune.py``` to find an optimal setting. | |||
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Language --> language
test --> testing
character based --> character-based
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Fix #361