000 02917nam a22005655i 4500
001 978-3-642-19899-1
003 DE-He213
005 20140220083758.0
007 cr nn 008mamaa
008 110713s2011 gw | s |||| 0|eng d
020 _a9783642198991
_9978-3-642-19899-1
024 7 _a10.1007/978-3-642-19899-1
_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 _aHerbig, Tobias.
_eauthor.
245 1 0 _aSelf-Learning Speaker Identification
_h[electronic resource] :
_bA System for Enhanced Speech Recognition /
_cby Tobias Herbig, Franz Gerl, Wolfgang Minker.
264 1 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg,
_c2011.
300 _aXII, 172 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSignals and Communication Technology,
_x1860-4862
505 0 _aIntroduction -- State of the Art -- Fundamentals -- Speech Production -- Front-End -- Speaker Change -- Speaker Identification.-Speaker Adaptation.
520 _aCurrent speech recognition systems suffer from variation of voice characteristics between speakers as they are usually based on speaker independent speech models. In order to resolve this issue, adaptation methods have been developed in many state-of-the-art systems. However, information acquired over time is still lost whenever another speaker intermittently uses the recognition system. This work therefore develops an integrated approach for speech and speaker recognition in order to improve the self-learning opportunities of the system. A speaker adaptation scheme is introduced. It is suited for fast short-term and detailed long-term adaptation. These adaptation profiles are then used for an efficient speaker recognition system. The speaker identification enables the speaker adaptation to track different speakers which results in an optimal long-term adaptation.
650 0 _aEngineering.
650 0 _aComputer science.
650 0 _aBiometrics.
650 0 _aTelecommunication.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aBiometrics.
650 2 4 _aCommunications Engineering, Networks.
650 2 4 _aUser Interfaces and Human Computer Interaction.
700 1 _aGerl, Franz.
_eauthor.
700 1 _aMinker, Wolfgang.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783642198984
830 0 _aSignals and Communication Technology,
_x1860-4862
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-642-19899-1
912 _aZDB-2-ENG
999 _c107669
_d107669