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zamia-speech: asr training scripts for research purposes, several ready trained asr models for download, based on voxforge data. zamia-speech is the (very hard
by ftreml 7y ago
zamia-speech: asr training scripts for research purposes, several ready trained asr models for download, based on voxforge data. zamia-speech is the (very hard in terms of know-how, hardware and software requirements) training part to be done where projects like botium speech processing are be based upon.
the other one is an example for packaging kaldi in a docker container.
- sandreas 7y agoThank you :-) I tried to get in touch with https://www.vorleser.net/ https://www.vorleser.net/ in the past to provide Speech training data, but they were not really interested. I thought it would be great to improve STT having a real good and HUGE set of german audiobooks based on Text, that is publicly available... unfortunately i had no success trying to script something for this purpose (mainly lack of time).
- ftreml 7y agoI point you to this article: https://medium.com/@klintcho/creating-an-open-speech-recognition-dataset-for-almost-any-language-c532fb2bc0cf https://medium.com/@klintcho/creating-an-open-speech-recogni... It basically describes the thing you mentioned - matching freely available audio books with the source text and using some tools to preprocess the data suitable for ASR training (alignment, splitting).