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Deep Neural Networks for Acoustic Modelling and Speech Recognition [pdf] (2012)

73 点作者 Jasamba大约 9 年前

3 条评论

radarsat1大约 9 年前
What is the current state of open source speech recognition?<p>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&#x27;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?
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cfcef大约 9 年前
Given the Baidu work, I think we can safely say that Hinton et al&#x27;s forecasts 4 years ago were on the money. Deep approaches are now clearly dominant and have yielded fantastic performance.
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gok大约 9 年前
Needs a (2012) tag
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