Qingfeng Liu

State-Clustering Based Multiple Deep Neural Networks Modeling Approach for Speech Recognition

2015 · IEEE/ACM Transactions on Audio Speech and Language Processing

The hybrid deep neural network (DNN) and hidden Markov model (HMM) has recently achieved dramatic performance gains in automatic speech recognition (ASR). The DNN-based acoustic model is very powerful but its learning process is extremely …