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020 _a9783319281094
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024 7 _a10.1007/978-3-319-28109-4
_2doi
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072 7 _aTEC009000
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082 0 4 _a006.3
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245 1 0 _aRecent Advances in Nonlinear Speech Processing
_h[electronic resource] /
_cedited by Anna Esposito, Marcos Faundez-Zanuy, Antonietta M. Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Solé-Casals, Francesco Carlo Morabito.
250 _a1st ed. 2016.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2016.
300 _aXIV, 294 p. 84 illus., 62 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 _aSmart Innovation, Systems and Technologies,
_x2190-3026 ;
_v48
505 0 _aNonlinear Speech Processing: An Introduction -- Features of Sound Change -- Identifying Psychological, and Neural Disorders from Speech -- Improving VUI -- Identifying New Nonlinear Coding and Decoding Features -- The Social Life of Speech Features.
520 _aThis book presents recent advances in nonlinear speech processing beyond nonlinear techniques. It shows that it exploits heuristic and psychological models of human interaction in order to succeed in the implementations of socially believable VUIs and applications for human health and psychological support. The book takes into account the multifunctional role of speech and what is “outside of the box” (see Björn Schuller’s foreword). To this aim, the book is organized in 6 sections, each collecting a small number of short chapters reporting advances “inside” and “outside” themes related to nonlinear speech research. The themes emphasize theoretical and practical issues for modelling socially believable speech interfaces, ranging from efforts to capture the nature of sound changes in linguistic contexts and the timing nature of speech; labors to identify and detect speech features that help in the diagnosis of psychological and neuronal disease, attempts to improve the effectiveness and performance of Voice User Interfaces, new front-end algorithms for the coding/decoding of effective and computationally efficient acoustic and linguistic speech representations, as well as investigations capturing the social nature of speech in signaling personality traits, emotions and improving human machine interactions. .
650 0 _aComputational intelligence.
_97716
650 0 _aNatural language processing (Computer science).
_94741
650 0 _aSignal processing.
_94052
650 0 _aArtificial intelligence.
_93407
650 1 4 _aComputational Intelligence.
_97716
650 2 4 _aNatural Language Processing (NLP).
_931587
650 2 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aArtificial Intelligence.
_93407
700 1 _aEsposito, Anna.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945481
700 1 _aFaundez-Zanuy, Marcos.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_945482
700 1 _aEsposito, Antonietta M.
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_945483
700 1 _aCordasco, Gennaro.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_945484
700 1 _aDrugman, Thomas.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945485
700 1 _aSolé-Casals, Jordi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945486
700 1 _aMorabito, Francesco Carlo.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_945487
710 2 _aSpringerLink (Online service)
_945488
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319281070
776 0 8 _iPrinted edition:
_z9783319281087
776 0 8 _iPrinted edition:
_z9783319802749
830 0 _aSmart Innovation, Systems and Technologies,
_x2190-3026 ;
_v48
_945489
856 4 0 _uhttps://doi.org/10.1007/978-3-319-28109-4
912 _aZDB-2-ENG
912 _aZDB-2-SXE
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