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Speaker Classification I: Fundamentals, Features, and Methods (Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence): 4343 - Brossura

 
9783540741862: Speaker Classification I: Fundamentals, Features, and Methods (Lecture Notes in Computer Science/Lecture Notes in Artificial Intelligence): 4343
Brossura
ISBN 10: 3540741860 ISBN 13: 9783540741862
Casa editrice: Springer, 2007

Sinossi

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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Contenuti

Fundamentals.- 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.

Product Description

Book by None

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Editore
Springer
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
3540741860
ISBN 13 
9783540741862
Rilegatura
Copertina flessibile
Numero di pagine
372
Redattore
Muller Christian
Contatto del produttore
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

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