Speech and Audio Processing for Coding, Enhancement and Recognition
Author:   Tokunbo Ogunfunmi ,  Roberto Togneri ,  Madihally (Sim) Narasimha
Publisher:   Springer-Verlag New York Inc.
Edition:   2015 ed.
ISBN:  

9781493914555


Pages:   345
Publication Date:   15 October 2014
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Speech and Audio Processing for Coding, Enhancement and Recognition


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Overview

This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview of the key innovations in these areas. Key research undertaken in speech coding, speech enhancement, speech recognition, emotion recognition and speaker diarization are also presented, along with recent advances and new paradigms in these areas.       

Full Product Details

Author:   Tokunbo Ogunfunmi ,  Roberto Togneri ,  Madihally (Sim) Narasimha
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   2015 ed.
Dimensions:   Width: 15.50cm , Height: 2.10cm , Length: 23.50cm
Weight:   7.209kg
ISBN:  

9781493914555


ISBN 10:   1493914553
Pages:   345
Publication Date:   15 October 2014
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

From ‘Harmonic Telegraph’ to Cellular Phones.- Challenges in Speech Coding Research.- Recent Speech Coding Technologies and Standards.- Ensemble Learning Approaches in Speech Recognition.- Dynamic and Deep Networks For Speech Modeling and Recognition.- Speech Based Emotion Recognition.- Speaker Diarization: Challenges and Emerging Research.- Maximum a posteriori spectral estimation with source log-spectral priors for multichannel speech enhancement.- Modulation Processing for Speech Enhancement.

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Author Information

Tokunbo Ogunfunmi is an Associate Professor of Electrical Engineering and an Associate Dean for Research and Fac. Dev. at Santa Clara University. Roberto Togneri is a professor with the School of Electrical, Electronic and Computer Engineering at The University of Western Australia. Madihally (Sim) Narasimha is a Senior Director of Technology at Qualcomm Inc.

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