Erik McDermott

A Gaussian Mixture Model layer jointly optimized with discriminative features within a Deep Neural Network architecture

2015

This article proposes and evaluates a Gaussian Mixture Model (GMM) represented as the last layer of a Deep Neural Network (DNN) architecture and jointly optimized with all previous layers using Asynchronous Stochastic Gradient Descent (ASGD). …