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Re:A 2019 Guide for Automatic Speech Recognition by TaylorAlexander on Wednesday September 04, 2019 @05:26PM (#20881600)
Mozilla is maintaining an implementation of Baidu's deepspeech with pretrained models (and checkpoints so you can fine tune with your own dataset).

They have an example that accepts streaming from the microphone: https://github.com/mozilla/DeepSpeech/tree/master/examples/m...

See the last full release here: https://github.com/mozilla/DeepSpeech/releases/tag/v0.5.1

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