Information Theoretic Analysis of DNN-HMM Acoustic Modeling

Pranay Dighe, Afsaneh Asaei, Hervé Bourlard

We propose an information theoretic framework for quantitative assessment of acoustic modeling for hidden Markov model (HMM) based automatic speech recognition (ASR). Acoustic mode…