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Title Recent advances in nonlinear speech processing / edited by Anna Esposito, Marcos Faundez-Zanuy, Antonietta M. Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Sole-Casals, Francesco Carlo Morabito
Imprint Cham : Springer International Publishing : Imprint: Springer, 2016
book jacket
Descript 1 online resource (xiv, 294 pages) : illustrations, digital ; 24 cm
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Series Smart innovation, systems and technologies, 2190-3018 ; 48
Smart innovation, systems and technologies ; 48
Note Nonlinear 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
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 Bjorn 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
Host Item Springer eBooks
Subject Speech processing systems
Nonlinear theories
Computational Intelligence
Language Translation and Linguistics
Signal, Image and Speech Processing
Artificial Intelligence (incl. Robotics)
Alt Author Esposito, Anna, editor
Faundez-Zanuy, Marcos, editor
Esposito, Antonietta M., editor
Cordasco, Gennaro, editor
Drugman, Thomas, editor
Sole-Casals, Jordi, editor
Morabito, Francesco Carlo, editor
SpringerLink (Online service)
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