Hierarchical Neural Network Structures for Phoneme Recognition

by Daniel Vasquez, Rainer Gruhn, Wolfgang Minker

Book Overview

In this book, hierarchical structures based on neural networks are investigated for automatic speech recognition. These structures are mainly evaluated within the phoneme recognition task under the Hybrid Hidden Markov Model/Artificial Neural Network (HMM/ANN) paradigm. The baseline hierarchical scheme consists of two levels each which is based on a Multilayered Perceptron (MLP). Additionally, the output of the first level is used as an input for...

• Format: Hardcover
• Language: English
• ISBN: 3642344240
• ISBN13: 9783642344244
• Release Date: October 2012
• Publisher: Springer
• Length: 134 Pages
• Weight: 0.80 lbs.
• Dimensions: 0.6" x 6.3" x 9.2"