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tarekeldeeb / DeepSpeech-Quran

A TensorFlow implementation of Baidu's DeepSpeech architecture
Mozilla Public License 2.0
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WER and CER values that in the last exp. #11

Closed smalissa closed 4 years ago

smalissa commented 4 years ago

@tarekeldeeb Assalam Alaikum

can you provide me with the WER and CER values that you get them in the last version of your models in both ( output_graph.pb ) and ( output_graph_imams_tusers.pb ) and also what is the specification of the server that used?

tarekeldeeb commented 4 years ago

WER for the imam is about 0.05, and that for imam+users (from tarteel dataset) is about 0.1

Check this: https://github.com/tarekeldeeb/DeepSpeech-Quran/issues/6

smalissa commented 4 years ago

ok how about the spec. of the recourses that used it for this results?

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From: Tarek Eldeeb notifications@github.com Sent: Saturday, June 27, 2020 7:35:24 PM To: tarekeldeeb/DeepSpeech-Quran DeepSpeech-Quran@noreply.github.com Cc: Suhad smalissa17@cit.just.edu.jo; Author author@noreply.github.com Subject: Re: [tarekeldeeb/DeepSpeech-Quran] WER and CER values that in the last exp. (#11)

WER for the imam is about 0.05, and that for imam+users (from tarteel dataset) is about 0.1

Check this:

6https://github.com/tarekeldeeb/DeepSpeech-Quran/issues/6

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHubhttps://github.com/tarekeldeeb/DeepSpeech-Quran/issues/11#issuecomment-650583473, or unsubscribehttps://github.com/notifications/unsubscribe-auth/ALUHX2V47Q5JJJVATZQRXFDRYYNUZANCNFSM4OJ7WS7A.

tarekeldeeb commented 4 years ago

There's a bash script in the bin folder that runs the training. You don't have to tune the parameters. Hw spec is not relevant, you'll need a gpu with 8 GB of dedicated ram. If you have less, then you'll have to reduce the batch size, but will get the same results anyway.

smalissa commented 4 years ago

ok script in the bin folder to see the parameters values that you used , isn’t it?

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From: Tarek Eldeeb notifications@github.com Sent: Saturday, June 27, 2020 7:43:24 PM To: tarekeldeeb/DeepSpeech-Quran DeepSpeech-Quran@noreply.github.com Cc: Suhad smalissa17@cit.just.edu.jo; Author author@noreply.github.com Subject: Re: [tarekeldeeb/DeepSpeech-Quran] WER and CER values that in the last exp. (#11)

There's a bash script in the bin folder that runs the training. You don't have to tune the parameters. Hw spec is not relevant, you'll need a gpu with 8 GB of dedicated ram. If you have less, then you'll have to reduce the batch size, but will get the same results anyway.

— You are receiving this because you authored the thread. Reply to this email directly, view it on GitHubhttps://github.com/tarekeldeeb/DeepSpeech-Quran/issues/11#issuecomment-650584394, or unsubscribehttps://github.com/notifications/unsubscribe-auth/ALUHX2VX4WQJTEVK7FFLUT3RYYOSZANCNFSM4OJ7WS7A.