Connectionist Speech Recognition: A Hybrid Approach

by Hervé A. Bourlard and Nelson Morgan

Book Overview

Connectionist Speech Recognition: A Hybrid Approach describes the theory and implementation of a method to incorporate neural network approaches into state of the art continuous speech recognition systems based on hidden Markov models (HMMs) to improve their performance. In this framework, neural networks (and in particular, multilayer perceptrons or MLPs) have been restricted to well-defined subtasks of the whole system, i.e. HMM emission probability...

• Format: Hardcover
• Language: English
• ISBN: 0792393961
• ISBN13: 9780792393962
• Release Date: October 1993
• Publisher: Springer
• Length: 313 Pages
• Weight: 1.51 lbs.
• Dimensions: 1.1" x 6.5" x 9.6"