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Train DeepSpeech to obtain Librivox cClean test WER below 10% with various training data sets #24

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kdavis-mozilla opened this issue Sep 2, 2016 · 2 comments
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Train DeepSpeech to obtain Librivox cClean test WER below 10% with various training data sets #24

kdavis-mozilla opened this issue Sep 2, 2016 · 2 comments
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Priority: P1 server time
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Train DeepSpeech...

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@kdavis-mozilla
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@kdavis-mozilla kdavis-mozilla added this to the Train DeepSpeech Models milestone Sep 2, 2016
@aaronzira
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Anyone have any updates on this? I was not able to break 39% WER with DS1 or DS2, but always stopped after I observed overfitting in the val loss (around 5-7 epochs for DS2). What sorts of numbers are others hitting? Any hyperparameter configs that look promising?

@kdavis-mozilla kdavis-mozilla changed the title Train DeepSpeech on TED-LIUM target WER 5-10% Train DeepSpeech to TED-LIUM WER 5-10% with various training data sets Jun 29, 2017
@kdavis-mozilla kdavis-mozilla changed the title Train DeepSpeech to TED-LIUM WER 5-10% with various training data sets Train DeepSpeech to obtain TED test WER 5-10% with various training data sets Jun 29, 2017
@kdavis-mozilla kdavis-mozilla changed the title Train DeepSpeech to obtain TED test WER 5-10% with various training data sets Train DeepSpeech to obtain TED test WER below 10% with various training data sets Jun 29, 2017
@kdavis-mozilla kdavis-mozilla changed the title Train DeepSpeech to obtain TED test WER below 10% with various training data sets Train DeepSpeech to obtain Librivox cClean test WER below 10% with various training data sets Nov 21, 2017
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This thread has been automatically locked since there has not been any recent activity after it was closed. Please open a new issue for related bugs.

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