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"Automated Speech Recognition System" in Machine Learning and Having it Deep and Structured, Spring 2015

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DNN_HMM_RNN_speech

"Automated Speech Recognition System" in Machine Learning and Having it Deep and Structured, Spring 2015

How to train caffe

./build/tools/caffe.bin train -solver models/finetune_bloody_style/solver.prototxt -weights models/bvlc_reference_caffenet/bvlc_reference_caffenet.caffemodel -gpu 0

Use rnnlm to score which sentence has the highest prob

./rnnlm -rnnlm ../models/ptb.model-1.hidden100.class100.txt -test my_nbest.txt -nbest -debug 0 > my_scores.txt

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  • Python 94.0%
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