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020 _a9780387775920
_9978-0-387-77592-0
040 _cMX-MeUAM
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
082 0 4 _a621.382
_223
100 1 _aBeigi, Homayoon.
_eauthor.
245 1 0 _aFundamentals of Speaker Recognition
_h[recurso electrónico] /
_cby Homayoon Beigi.
250 _a1.
264 1 _aBoston, MA :
_bSpringer US,
_c2011.
300 _aLXI, 942p. 177 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _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.
520 _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.
650 0 _aEngineering.
650 0 _aCoding theory.
650 0 _aOptical pattern recognition.
650 0 _aBiometrics.
650 0 _aAcoustics.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aBiometrics.
650 2 4 _aPattern Recognition.
650 2 4 _aSecurity Science and Technology.
650 2 4 _aCoding and Information Theory.
650 2 4 _aAcoustics.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9780387775913
856 4 0 _zLibro electrónico
_uhttp://148.231.10.114:2048/login?url=http://link.springer.com/book/10.1007/978-0-387-77592-0
596 _a19
942 _cLIBRO_ELEC
999 _c198139
_d198139