Speaker Classification I : Fundamentals, Features, and Methods - Christian MÃ¼ller

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Speaker Classification I

Fundamentals, Features, and Methods

By: Christian MÃ¼ller (Editor)

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Paperback | 14 August 2007

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372 Pages

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As well as conveying a message in words and sounds, the speech signal carries information about the speaker's own anatomy, physiology, linguistic experience and mental state. These speaker characteristics are found in speech at all levels of description: from the spectral information in the sounds to the choice of words and utterances themselves.

This volume and its companion volume, LNAI 4441, constitute a state-of-the-art survey for the field of speaker classification. They approach the following questions: What characteristics of the speaker become manifest in his or her voice and speaking behavior? Which of them can be inferred from analyzing the acoustic realizations? What can this information be used for? Which methods are the most suitable for diversified problems in this area of research? How should the quality of the results be evaluated?

The 19 contributions to this volume comprise general and overview-like articles that are organized in topical sections on fundamentals, characteristics, applications, methods and features, as well as evaluation.

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You Can Find This Book In

Non-Fiction Computing & I.T.Computer Science Audio Processing Artificial Intelligence Neural Networks & Fuzzy Systems Operating Systems Natural Language & Machine Translation Computer Hardware Engineering & Technology Energy Technology & Engineering Electrical Engineering

Computer Vision

Fundamentals
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification	p. 1
Speaker Classification Concepts: Past, Present and Future	p. 21
Characteristics
Speaker Characteristics	p. 47
Foreign Accent	p. 75
Acoustic Analysis of Adult Speaker Age	p. 88
Speech Under Stress: Analysis, Modeling and Recognition	p. 108
Speaker Characteristics and Emotion Classification	p. 138
Emotions in Speech: Juristic Implications	p. 152
Applications
Application of Speaker Classification in Human Machine Dialog Systems	p. 174
Speaker Classification in Forensic Phonetics and Acoustics	p. 180
Forensic Automatic Speaker Classification in the "Coming Paradigm Shift"	p. 205
The Many Roles of Speaker Classification in Speaker Verification and Identification	p. 218
Methods and Features
Frame Based Features	p. 226
Higher-Level Features in Speaker Recognition	p. 241
Enhancing Speaker Discrimination at the Feature Level	p. 260
Classification Methods for Speaker Recognition	p. 278
Multi-stream Fusion for Speaker Classification	p. 298
Evaluation
Evaluations of Automatic Speaker Classification Systems	p. 313
An Introduction to Application-Independent Evaluation of Speaker Recognition Systems	p. 330
Author Index	p. 355
Table of Contents provided by Ingram. All Rights Reserved.

Speaker Classification I

Fundamentals, Features, and Methods

At a Glance

Paperback

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