Maximum a Posteriori Adaptation of Network Parameters in Deep Models

Zhen Huang, Sabato Marco Siniscalchi, I-Fan Chen +2

We present a Bayesian approach to adapting parameters of a well-trained context-dependent, deep-neural-network, hidden Markov model (CD-DNN-HMM) to improve automatic speech recogni…