000 02666nam a22004935i 4500
001 978-3-319-07130-5
003 DE-He213
005 20200421111200.0
007 cr nn 008mamaa
008 140621s2014 gw | s |||| 0|eng d
020 _a9783319071305
_9978-3-319-07130-5
024 7 _a10.1007/978-3-319-07130-5
_2doi
050 4 _aTK5102.9
050 4 _aTA1637-1638
050 4 _aTK7882.S65
072 7 _aTTBM
_2bicssc
072 7 _aUYS
_2bicssc
072 7 _aTEC008000
_2bisacsh
072 7 _aCOM073000
_2bisacsh
082 0 4 _a621.382
_223
100 1 _aRao, K. Sreenivasa.
_eauthor.
245 1 0 _aRobust Speaker Recognition in Noisy Environments
_h[electronic resource] /
_cby K. Sreenivasa Rao, Sourjya Sarkar.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2014.
300 _aXII, 139 p. 31 illus., 25 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSpringerBriefs in Electrical and Computer Engineering,
_x2191-8112
505 0 _aRobust Speaker Verification - A Review -- Speaker Verification in Noisy Environments using Gaussian Mixture Models -- Stochastic Feature Compensation for Robust Speaker Verification -- Robust Speaker Modeling for Speaker Verification in Noisy Environments.
520 _aThis book discusses speaker recognition methods to deal with realistic variable noisy environments. The text covers authentication systems for; robust noisy background environments, functions in real time and incorporated in mobile devices. The book focuses on different approaches to enhance the accuracy of speaker recognition in presence of varying background environments. The authors examine: (a) Feature compensation using multiple background models, (b) Feature mapping using data-driven stochastic models, (c) Design of super vector- based GMM-SVM framework for robust speaker recognition, (d) Total variability modeling (i-vectors) in a discriminative framework and (e) Boosting method to fuse evidences from multiple SVM models.
650 0 _aEngineering.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
700 1 _aSarkar, Sourjya.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319071299
830 0 _aSpringerBriefs in Electrical and Computer Engineering,
_x2191-8112
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-07130-5
912 _aZDB-2-ENG
942 _cEBK
999 _c53787
_d53787