Editors:
- Recent research on Nonlinear Speech Processing
- Results of the International Conference on NONLINEAR SPEECH PROCESSING, NOLISP 2015 jointly organized with the 25th Italian Workshop on Neural Networks, WIRN 2015, held at May 2015, Vietri sul Mare, Salerno, Italy
- Reports recent applications of Intelligent Systems in Speech Processing
- Includes supplementary material: sn.pub/extras
Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 48)
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Table of contents (29 chapters)
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Front Matter
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Nonlinear Speech Processing: An Introduction
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Front Matter
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Features of Sound Change
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Front Matter
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Identifying Psychological, and Neural Disorders from Speech
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Front Matter
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Improving VUI
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Front Matter
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About this book
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 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.
Editors and Affiliations
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Department of Psychology, Seconda Università di Napoli and IIASS, Caserta, Italy
Anna Esposito
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(Pompeu Fabra University), Escola Superior Politècnica Tecnocampus, Mataró, Spain
Marcos Faundez-Zanuy
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sezione di Napoli Osservatorio, Istituto Nazionale di Geofisica e Vulcan, Napoli, Italy
Antonietta M. Esposito
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Department of Psychology, Seconda Universita di Napoli and IIASS, Caserta, Italy
Gennaro Cordasco
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Boulevard Dolez, University of Mons, TCTS Lab.31, Mons, Belgium
Thomas Drugman
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Data and Signal Processing Research Grou, University of Vic, Vic, Spain
Jordi Solé-Casals
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NeuroLab, Università degli Studi "Mediterranea" di, Reggio Calabria, Italy
Francesco Carlo Morabito
Bibliographic Information
Book Title: Recent Advances in Nonlinear Speech Processing
Editors: Anna Esposito, Marcos Faundez-Zanuy, Antonietta M. Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Solé-Casals, Francesco Carlo Morabito
Series Title: Smart Innovation, Systems and Technologies
DOI: https://doi.org/10.1007/978-3-319-28109-4
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Hardcover ISBN: 978-3-319-28107-0Published: 29 January 2016
Softcover ISBN: 978-3-319-80274-9Published: 30 March 2018
eBook ISBN: 978-3-319-28109-4Published: 22 January 2016
Series ISSN: 2190-3018
Series E-ISSN: 2190-3026
Edition Number: 1
Number of Pages: XIV, 294
Number of Illustrations: 22 b/w illustrations, 62 illustrations in colour
Topics: Computational Intelligence, Natural Language Processing (NLP), Signal, Image and Speech Processing, Artificial Intelligence