Recent Advances in Nonlinear Speech Processing

Synopsis

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.

Book details

Edition:

1st ed. 2016

Series:

Smart Innovation, Systems and Technologies (Book 48)

Author:

Anna Esposito, Marcos Faundez-Zanuy, Antonietta M. Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Solé-Casals, Francesco Carlo Morabito

ISBN:

9783319281094

Related ISBNs:

9783319281070

Publisher:

Springer International Publishing

Pages:

N/A

Reading age:

Not specified

Includes images:

Yes

Date of addition:

2019-09-15

Usage restrictions:

Copyright

Copyright date:

2016

Copyright by:

Springer International Publishing, Cham 

Adult content:

No

Language:

English

Categories:

Computers and Internet, Nonfiction, Technology