Beigi, Homayoon. creator author. SpringerLink (Online service) text xxu 2011 1. monographic eng

electronic

electronic resource

access LXI, 942p. 177 illus. online resource. 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. 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. by Homayoon Beigi. 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 621.382 9780387775920 99780387775920 http://dx.doi.org/10.1007/978-0-387-77592-0 http://dx.doi.org/10.1007/978-0-387-77592-0 111207 20260521092003.0 978-0-387-77592-0