Speaker Classification

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Fundamentals, Features, and Methods, Lecture Notes in Computer Science 4343 – Lecture Notes in Artificial Intelligence

ISBN: 3540741860
ISBN 13: 9783540741862
Herausgeber: Christian Müller
Verlag: Springer Verlag GmbH
Umfang: x, 358 S.
Erscheinungsdatum: 14.08.2007
Auflage: 1/2007
Produktform: Kartoniert
Einband: KT

Offers a state-of-the-art survey in the field of speaker classification Addresses such questions as which speaker characteristics are manifested in voice and speaking behavior Covers fundamentals of speaker classification, characteristics, applications, methods, and evaluation

Artikelnummer: 1002397 Kategorie:

Beschreibung

InhaltsangabeFundamentals.- How Is Individuality Expressed in Voice? An Introduction to Speech Production and Description for Speaker Classification.- Speaker Classification Concepts: Past, Present and Future.- Characteristics.- Speaker Characteristics.- Foreign Accent.- Acoustic Analysis of Adult Speaker Age.- Speech Under Stress: Analysis, Modeling and Recognition.- Speaker Characteristics and Emotion Classification.- Emotions in Speech: Juristic Implications.- Applications.- Application of Speaker Classification in Human Machine Dialog Systems.- Speaker Classification in Forensic Phonetics and Acoustics.- Forensic Automatic Speaker Classification in the "Coming Paradigm Shift".- The Many Roles of Speaker Classification in Speaker Verification and Identification.- Methods and Features.- Frame Based Features.- Higher-Level Features in Speaker Recognition.- Enhancing Speaker Discrimination at the Feature Level.- Classification Methods for Speaker Recognition.- Multi-stream Fusion for Speaker Classification.- Evaluation.- Evaluations of Automatic Speaker Classification Systems.- An Introduction to Application-Independent Evaluation of Speaker Recognition Systems.

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