In this video, we'll make a super simple speech recognizer in 20 lines of Python using the Tensorflow machine learning library. I go over the history of speech recognition research, then explain (and rap about) how we can build our own speech recognition system using the power of deep learning.
The code for this video is here:
https://github.com/llSourcell/tensorflow_speech_recognition_demo
Mick's winning code:
https://github.com/mickvanhulst/tf_chatbot_lotr
The weekly challenge can be found at the end of the 'Make a Game Bot' video:
https://www.youtube.com/watch?v=mGYU5t8MO7s
More learning resources:
https://www.superlectures.com/iscslp2014/tutorial-4-deep-learning-for-speech-generation-and-synthesis
http://andrew.gibiansky.com/blog/machine-learning/speech-recognition-neural-networks/
https://www.youtube.com/watch?v=LFDU2GX4AqM
https://www.youtube.com/watch?v=g-sndkf7mCs
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And please support me on Patreon! I don't work for anyone, although I did make a one-off video for OpenAI because I love them:
https://www.patreon.com/user?u=3191693
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