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What is the current state of open source speech recognition? It would be immensely useful to be able to run a monologue or dialog wav file through a program an
by radarsat1 11y ago
What is the current state of open source speech recognition?
It would be immensely useful to be able to run a monologue or dialog wav file through a program and get more-or-less good text, even if there are some errors. As far as I know this is still quite a difficult problem, requiring an immense amount of data, and good language models, but I wouldn't be surprised if today there are some pre-trained models available that can be run using one of the many machine learning Python toolkits?
- praccu 11y agoKaldi is the best, in my opinion. It has a few open acoustic models. Unfortunately, speech is just hard; acoustic models are onlying one part of these systems.
- smhx 11y agoThis tracks the current state of speech recognition. https://github.com/syhw/wer_are_we https://github.com/syhw/wer_are_we
- amelius 11y agoCool. We need more projects like this!
- dharma1 11y agoThis looks good http://gitxiv.com/posts/WmodZtsPAWE2cEw8f/eesen-end-to-end-speech-recognition-using-deep-rnn-models http://gitxiv.com/posts/WmodZtsPAWE2cEw8f/eesen-end-to-end-s...