000 02920nam a22005775i 4500
001 978-3-319-15530-2
003 DE-He213
005 20200421111700.0
007 cr nn 008mamaa
008 150314s2015 gw | s |||| 0|eng d
020 _a9783319155302
_9978-3-319-15530-2
024 7 _a10.1007/978-3-319-15530-2
_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 _aAnne, Koteswara Rao.
_eauthor.
245 1 0 _aAcoustic Modeling for Emotion Recognition
_h[electronic resource] /
_cby Koteswara Rao Anne, Swarna Kuchibhotla, Hima Deepthi Vankayalapati.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aVII, 66 p. 24 illus., 17 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 _aIntroduction -- Emotion Recognition using Prosodic features -- Emotion Recognition using Spectral features -- Emotional Speech Corpora -- Classification Models -- Comparative Analysis of Classifiers in emotion recognition -- Summary and Conclusions.
520 _aThis book presents state of art research in speech emotion recognition. Readers are first presented with basic research and applications - gradually more advance information is provided, giving readers comprehensive guidance for classify emotions through speech. Simulated databases are used and results extensively compared, with the features and the algorithms implemented using MATLAB. Various emotion recognition models like Linear Discriminant Analysis (LDA), Regularized Discriminant Analysis (RDA), Support Vector Machines (SVM) and K-Nearest neighbor (KNN) and are explored in detail using prosody and spectral features, and feature fusion techniques.
650 0 _aEngineering.
650 0 _aUser interfaces (Computer systems).
650 0 _aComputational linguistics.
650 0 _aAcoustics.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aComputational Linguistics.
650 2 4 _aUser Interfaces and Human Computer Interaction.
650 2 4 _aAcoustics.
700 1 _aKuchibhotla, Swarna.
_eauthor.
700 1 _aVankayalapati, Hima Deepthi.
_eauthor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319155296
830 0 _aSpringerBriefs in Electrical and Computer Engineering,
_x2191-8112
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-15530-2
912 _aZDB-2-ENG
942 _cEBK
999 _c54943
_d54943