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Add simplified model configuration for DeepSpeech2. #2231

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xinghai-sun opened this issue May 22, 2017 · 1 comment · Fixed by PaddlePaddle/models#55
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Add simplified model configuration for DeepSpeech2. #2231

xinghai-sun opened this issue May 22, 2017 · 1 comment · Fixed by PaddlePaddle/models#55
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Deep Speech 2

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xinghai-sun commented May 22, 2017 •
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  • Create a simplified model configuration for DeepSpeech2 on V2 APIs.
    • With fixed-length (by padding) batches.
    • With only bidirectional-GRU.
    • With only greedy decoder (max + post-processing).
  • Here "simplified" refers to the above limitations, so that we can move on without being blocked by other un-resolved tasks (e.g. 2228, 2230 etc.).
  • About network architecture please refer to DS2 paper and the design doc.
  • Please test it on GPUs, and make sure to achieve at least a normal convergence.
  • Please pull your codes and docs into PaddlePaddle/models.
@xinghai-sun xinghai-sun self-assigned this May 22, 2017
@xinghai-sun xinghai-sun added this to Feature Requests in Deep Speech 2 May 22, 2017
@xinghai-sun xinghai-sun moved this from Feature Requests to Developing in Deep Speech 2 May 22, 2017
This was referenced May 22, 2017
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@xinghai-sun xinghai-sun moved this from Developing to Under Reviews in Deep Speech 2 May 24, 2017
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Pull Request PaddlePaddle/models#55

@xinghai-sun xinghai-sun moved this from Under Reviews to Done in Deep Speech 2 Jun 2, 2017
heavengate pushed a commit to heavengate/Paddle that referenced this issue Aug 16, 2021
@yghstill
fix_deploy_python_infer (PaddlePaddle#2231)
3d22238
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Add audio data provider and a simplified DeepSpeech2 model configuration. xinghai-sun/models
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