Speaker classification I : fundamentals, features, and methods
著者
書誌事項
Speaker classification I : fundamentals, features, and methods
（Lecture notes in computer science, 4343 . Lecture notes in artificial intelligence）
Springer, c2007
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注記
"State-of-the-art survey"--Cover
Includes bibliographical references and index
内容説明・目次
内容説明
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.
目次
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.
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