Recent Advances in Nonlinear Speech Processing (Hardcover, 1st ed. 2016)

This 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 Bjoern 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.

General

Imprint:	Springer International Publishing AG
Country of origin:	Switzerland
Series:	Smart Innovation, Systems and Technologies, 48
Release date:	2016
First published:	2016
Editors:	Anna Esposito • Marcos Faundez-Zanuy • Antonietta M. Esposito • Gennaro Cordasco • Thomas Drugman • Jordi Sole-Casals • Francesco Carlo Morabito
Dimensions:	235 x 155 x 19mm (L x W x T)
Format:	Hardcover
Pages:	294
Edition:	1st ed. 2016
ISBN-13:	978-3-319-28107-0
Categories:	Books > Computing & IT > Applications of computing > Audio processing > Speech recognition & synthesis Promotions
LSN:	3-319-28107-0
Barcode:	9783319281070

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