03278nam a22005055i 4500 978-0-387-77592-0 DE-He213 20260521092003.0 cr nn 008mamaa 111207s2011 xxu| s |||| 0|eng d 9780387775920 99780387775920 10.1007/978-0-387-77592-0 doi 621.382 23 Beigi, Homayoon. author. Fundamentals of Speaker Recognition [electronic resource] / by Homayoon Beigi. 1. Boston, MA : Springer US, 2011. LXI, 942p. 177 illus. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Preface -- Basic Theory -- Introduction -- Speaker and Vocal Tract Modeling -- Signal Processing and Feature Extraction Techniques -- Data Representation and Probability Distributions -- Information Theory -- Metrics and Distortion Measures Bayesian Learning and Gaussian Mixture Modeling -- Parameter Estimation and Learning -- Hidden Markov Modeling (HMM) -- Support Vector Machines -- Neural Networks -- Advanced Theory -- Speaker Modeling -- Algorithms -- Practice -- Speaker Recognition -- Overall Design -- Representation of Results.- Glossary -- Index. An emerging technology, Speaker Recognition is becoming well-known for providing voice authentication over the telephone for helpdesks, call centres and other enterprise businesses for business process automation. "Fundamentals of Speaker Recognition" introduces Speaker Identification, Speaker Verification, Speaker (Audio Event) Classification, Speaker Detection, Speaker Tracking and more. The technical problems are rigorously defined, and a complete picture is made of the relevance of the discussed algorithms and their usage in building a comprehensive Speaker Recognition System. Designed as a textbook with examples and exercises at the end of each chapter, "Fundamentals of Speaker Recognition" is suitable for advanced-level students in computer science and engineering, concentrating on biometrics, speech recognition, pattern recognition, signal processing and, specifically, speaker recognition. It is also a valuable reference for developers of commercial technology and for speech scientists. Please click on the link under "Additional Information" to view supplemental information including the Table of Contents and Index. ENGINEERING. CODING THEORY. OPTICAL PATTERN RECOGNITION. BIOMETRICS. ACOUSTICS. ENGINEERING. SIGNAL, IMAGE AND SPEECH PROCESSING. BIOMETRICS. PATTERN RECOGNITION. SECURITY SCIENCE AND TECHNOLOGY. CODING AND INFORMATION THEORY. ACOUSTICS. SpringerLink (Online service) Springer eBooks Printed edition: 9780387775913 http://dx.doi.org/10.1007/978-0-387-77592-0 Ver el texto completo en las instalaciones del CICY ZDB-2-SCS ddc ER 34920 34920 0 0 ddc 0 0 LE CICY CICY EL 2025-10-06 0 621.382 2025-10-06 08:44:15 2025-10-06 ER