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008 170212s2015 gw | s |||| 0|eng d
020 _a9783319095165
_9978-3-319-09516-5
024 7 _a10.1007/978-3-319-09516-5
_2doi
035 _ato000557662
040 _aSpringer
_cSpringer
_dRU-ToGU
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 _aPolzehl, Tim.
_eauthor.
_9462425
245 1 0 _aPersonality in Speech
_helectronic resource
_bAssessment and Automatic Classification /
_cby Tim Polzehl.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXIV, 176 p. 39 illus., 34 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aT-Labs Series in Telecommunication Services,
_x2192-2810
520 _aThis work combines interdisciplinary knowledge and experience from research fields of psychology, linguistics, audio-processing, machine learning, and computer science. The work systematically explores a novel research topic devoted to automated modeling of personality expression from speech. For this aim, it introduces a novel personality assessment questionnaire and presents the results of extensive labeling sessions to annotate the speech data with personality assessments. It provides estimates of the Big 5 personality traits, i.e. openness, conscientiousness, extroversion, agreeableness, and neuroticism. Based on a database built on the questionnaire, the book presents models to tell apart different personality types or classes from speech automatically.
650 0 _aengineering.
_9224332
650 0 _aUser interfaces (Computer systems).
_9438980
650 0 _aComputational linguistics.
_9309798
650 0 _aPERSONality.
_9567311
650 0 _asocial psychology.
_9460510
650 1 4 _aEngineering.
_9224332
650 2 4 _aSignal, Image and Speech Processing.
_9274103
650 2 4 _aPersonality and Social Psychology.
_9567147
650 2 4 _aUser Interfaces and Human Computer Interaction.
_9219093
650 2 4 _aComputational Linguistics.
_9309798
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aT-Labs Series in Telecommunication Services,
_9447939
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-09516-5
912 _aZDB-2-ENG
999 _c412128