Speech Recognition

under construction ...

Speech Recognition by Deep Learning

•Speech Production

•Speech Perception

•Speech Understanding

•Traditional Speech Recognition Framework

•From speech processing to machine learning

•Towards e2e RNN speech recognition?

•GMM-HMM

•DNN-GMM-HMM

•Why speech enjoys deep learning?

•State-of-the-art

•Neural networks in ASR

•DNN features

•Why DNNs work now?

•End-to-end RNN

•CTC: an acoustic model

•A linguistic model

•Deep Speech I @Baidu

•Deep Speech II @Baidu

•Deep Speech III @Baidu