Overview

Here are the comprehensive details on cutting edge technologies employing neural networks for speech recognition and speech processing in modern communications. Going far beyond the simple speech recognition technologies on the market today, this new book, written by and for speech and signal processing engineers in industry, R&D, and academia, takes you to the forefront of the hottest emergent neural net-based speech processing techniques.

Full Product Details

Author:   Shigeru Katagiri
Publisher:   Artech House Publishers
Imprint:   Artech House Publishers
Edition:   Unabridged edition
Dimensions:   Width: 16.20cm , Height: 3.40cm , Length: 23.00cm
Weight:   0.839kg
ISBN:  

9780890069547

ISBN 10:   0890069549
Pages:   541
Publication Date:   30 September 2000
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   In Print  
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Table of Contents

Introduction. Speech Signal and Its Production Model. Speech Recognition. Speech Coding. Discriminative Prototype-Based Methods for Speech Recognition. Recurrent Neural Networks for Speech Recognition. Time Delay Neural Nets and NN/HMM Hybrids - A Family of Connectionist Continuous Speech Recognition Systems. Probability-Oriented Neural Networks and Hybrid Connectionist/Stochastic Networks. Minimum Classification Error Networks. Networks for Speaker Recognition. Neural Networks for Voice Conversion. Neural Networks for Speech Coding. Networks for Speech Enhancement.

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