03149nam a22004575i 4500001001800000003000900018005001700027007001500044008004100059020001800100020001900118024003500137082001600172100003000188245008500218250000700303264003800310300004400348336002600392337002600418338003600444347002400480505056500504520114501069650001702214650001902231650003302250650001602283650001502299650001702314650004102331650001602372650002502388650003702413650003502450650001502485710003402500773002002534776003602554856010102590978-0-387-77592-0DE-He21320260521092003.0cr nn 008mamaa111207s2011    xxu|    s    |||| 0|eng d  a9780387775920  a997803877759207 a10.1007/978-0-387-77592-02doi04a621.3822231 aBeigi, Homayoon.eauthor.10aFundamentals of Speaker Recognitionh[electronic resource] /cby Homayoon Beigi.  a1. 1aBoston, MA :bSpringer US,c2011.  aLXI, 942p. 177 illus.bonline resource.  atextbtxt2rdacontent  acomputerbc2rdamedia  aonline resourcebcr2rdacarrier  atext filebPDF2rda0 aPreface -- 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.  aAn 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. 0aENGINEERING. 0aCODING THEORY. 0aOPTICAL PATTERN RECOGNITION. 0aBIOMETRICS. 0aACOUSTICS.14aENGINEERING.24aSIGNAL, IMAGE AND SPEECH PROCESSING.24aBIOMETRICS.24aPATTERN RECOGNITION.24aSECURITY SCIENCE AND TECHNOLOGY.24aCODING AND INFORMATION THEORY.24aACOUSTICS.2 aSpringerLink (Online service)0 tSpringer eBooks08iPrinted edition:z978038777591340uhttp://dx.doi.org/10.1007/978-0-387-77592-0zVer el texto completo en las instalaciones del CICY