Speaker Classification I: Fundamentals, Features, and Methods / Edition 1

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Overview

This volume and its companion volume LNAI 4441 constitute a state-of-the-art survey in the field of speaker classification. Together they address such intriguing issues as how speaker characteristics are manifested in voice and speaking behavior. The nineteen contributions in this volume are organized into topical sections covering fundamentals, characteristics, applications, methods, and evaluation.

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Product Details

Table of Contents

Fundamentals
How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification   Volker Dellwo   Mark Huckvale   Michael Ashby     1
Speaker Classification Concepts: Past, Present and Future   David R. Hill     21
Characteristics
Speaker Characteristics   Tanja Schultz     47
Foreign Accent   Ulrike Gut     75
Acoustic Analysis of Adult Speaker Age   Susanne Schotz     88
Speech Under Stress: Analysis, Modeling and Recognition   John H.L. Hansen   Sanjay Patil     108
Speaker Characteristics and Emotion Classification   Anton Batliner   Richard Huber     138
Emotions in Speech: Juristic Implications   Erik J. Eriksson   Robert D. Rodman   Robert C. Hubal     152
Applications
Application of Speaker Classification in Human Machine Dialog Systems   Felix Burkhardt   Richard Huber   Anton Batliner     174
Speaker Classification in Forensic Phonetics and Acoustics   Michael Jessen     180
Forensic Automatic Speaker Classification in the "Coming Paradigm Shift"   Joaquin Gonzalez-Rodriguez   Daniel Ramos     205
The Many Roles of SpeakerClassification in Speaker Verification and Identification   Judith Markowitz     218
Methods and Features
Frame Based Features   Stefan Schacht   Jacques Koreman   Christoph Lauer   Andrew Morris   Dalei Wu   Dietrich Klakow     226
Higher-Level Features in Speaker Recognition   Elizabeth Shriberg     241
Enhancing Speaker Discrimination at the Feature Level   Jacques Koreman   Dalei Wu   Andrew C. Morris     260
Classification Methods for Speaker Recognition   D.E. Sturim   W.M. Campbell   D.A. Reynolds     278
Multi-stream Fusion for Speaker Classification   Izhak Shafran     298
Evaluation
Evaluations of Automatic Speaker Classification Systems   Alvin F. Martin     313
An Introduction to Application-Independent Evaluation of Speaker Recognition Systems   David A. van Leeuwen   Niko Brummer     330
Author Index     355
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