Exploiting Low-dimensional Structures to Enhance DNN Based Acoustic Modeling in Speech Recognition

Pranay Dighe, Gil Luyet, Afsaneh Asaei +1

We propose to model the acoustic space of deep neural network (DNN) class-conditional posterior probabilities as a union of low-dimensional subspaces. To that end, the training pos…