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Cordasco, Gennaro

Recent Advances in Nonlinear Speech Processing

Cordasco, Gennaro - Recent Advances in Nonlinear Speech Processing, ebook

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ISBN: 9783319281094
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Table of contents

Part I. Nonlinear Speech Processing: An Introduction

1. A Decade of Encouraging Speech Processing “Outside of the Box”—A Foreword
Björn W. Schuller

2. Recent Advances in Nonlinear Speech Processing: Directions and Challenges
Anna Esposito, Marcos Faundez-Zanuy, Antonietta M. Esposito, Gennaro Cordasco, Thomas Drugman, Jordi Solé-Casals, Francesco Carlo Morabito

Part II. Features of Sound Change

3. The Relationship Between the (Mis)-Parsing of Coarticulation in Perception and Sound Change: Evidence from Dissimilation and Language Acquisition
Jonathan Harrington, Felicitas Kleber, Mary Stevens

4. Nonlinear Timing and Language Processing in Norm and Pathology
Elzbieta Szelag, Anna Dacewicz

5. Temporal Information Processing and Language Skills in Children with Specific Language Impairment
Anna Dacewicz, Kamila Nowak, Elzbieta Szelag

6. Kinematic Modelling of Dipthong Articulation
Cristina Carmona-Duarte, Jesús B. Alonso, Moises Diaz, Miguel A. Ferrer, Pedro Gómez-Vilda, Réjean Plamondon

Part III. Identifying Psychological, and Neural Disorders from Speech

7. Multi-class Versus One-Class Classifier in Spontaneous Speech Analysis Oriented to Alzheimer Disease Diagnosis
K. López-de-Ipiña, Marcos Faundez-Zanuy, Jordi Solé-Casals, Fernando Zelarin, Pilar Calvo

8. On the Significance of Speech Pauses in Depressive Disorders: Results on Read and Spontaneous Narratives
Anna Esposito, Antonietta M. Esposito, Laurence Likforman-Sulem, Mauro N. Maldonato, Alessandro Vinciarelli

9. Perceptual Features as Markers of Parkinson’s Disease: The Issue of Clinical Interpretability
Jiri Mekyska, Zdenek Smekal, Zoltan Galaz, Zdenek Mzourek, Irena Rektorova, Marcos Faundez-Zanuy, Karmele López-de-Ipiña

10. Phonation Biomechanics in Quantifying Parkinson’s Disease Symptom Severity
P. Gómez-Vilda, A. Álvarez-Marquina, A. Tsanas, C. A. Lázaro-Carrascosa, V. Rodellar-Biarge, V. Nieto-Lluis, R. Martínez-Olalla

11. Language Independent Detection Possibilities of Depression by Speech
Gábor Kiss, Miklós Gábriel Tulics, Dávid Sztahó, Anna Esposito, Klára Vicsi

Part IV. Improving VUI

12. Constructing a Deep Neural Network Based Spectral Model for Statistical Speech Synthesis
Shinji Takaki, Junichi Yamagishi

13. The Influence of Adaptation Database Size on the Quality of HMM-based Synthetic Voice Based on the Large Average Voice Model
Martin Sulír, Jozef Juhár

14. Comparison of Text-Independent Original Speaker Recognition from Emotionally Converted Speech
Jiří Přibil, Anna Přibilová

15. An Analysis of Shallow and Deep Representations of Speech Based on Unsupervised Classification of Isolated Words
Giampiero Salvi

16. ELM Based Algorithms for Acoustic Template Matching in Home Automation Scenarios: Advancements and Performance Analysis
Giulio della Porta, Emanuele Principi, Giacomo Ferroni, Stefano Squartini, Amir Hussain, Francesco Piazza

17. Linear Versus Nonlinear Multi-scale Decomposition for Co-channel Speaker Identification System
Wajdi Ghezaiel, Amel Ben Slimane, Ezzedine Ben Braiek

Part V. Identifying New Nonlinear Coding and Decoding Features

18. Wigner-Ville Representation of a Stationary Voiced Speech Model
Khawla Zammel, Noureddine Ellouze

19. Glottal Closure Instant Detection by the Multi-scale Product of the Derivative Glottal Waveform Signal
Ghaya Smidi, Aicha Bouzid, Noureddine Ellouze

20. Non-linear Dynamics Characterization from Wavelet Packet Transform for Automatic Recognition of Emotional Speech
J. C. Vásquez-Correa, J. R. Orozco-Arroyave, J. D. Arias-Londoño, J. F. Vargas-Bonilla, Elmar Nöth

21. Assessing a Set of Glottal Features from Vocal Fold Biomechanics
Carlos Lázaro-Carrascosa, Pedro Gómez-Vilda

22. Pitch Estimation Based on the Cepstrum Analysis by the Multi Scale Product of Clean and Noisy Speech
Wided Jlassi, Aicha Bouzid, Noureddine Ellouze

23. Minimizing Free Energy of Stochastic Functions of Markov Chains
Rita Singh

24. A Nonlinear Acoustic Echo Canceller with Improved Tracking Capabilities
Danilo Comminiello, Michele Scarpiniti, Simone Scardapane, Raffaele Parisi, Aurelio Uncini

Part VI. The Social Life of Speech Features

25. When the Game Gets Difficult, then it is Time for Mimicry
Vijay Solanki, Alessandro Vinciarelli, Jane Stuart-Smith, Rachel Smith

26. Predicting Cognitive Load Levels from Speech Data
Jing Su, Saturnino Luz

27. Unit Selection Using Acoustic Supra-Segmental Cues to Improve Prosody
Anjana Babu, Anil K. Sao

28. A User-Centric Design of Service Robots Speech Interface for the Elderly
Ning Wang, Frank Broz, Alessandro Nuovo, Tony Belpaeme, Angelo Cangelosi

29. New Method for Finding Optimum Number of Characteristics to Classify Speakers by Age
Cristina Muñoz-Mulas, Rafael Martínez-Olalla, Pedro Gómez-Vilda, Agustín Álvarez-Marquina, Luis Miguel Mazaira-Fernández

Keywords: Engineering, Computational Intelligence, Language Translation and Linguistics, Signal, Image and Speech Processing, Artificial Intelligence (incl. Robotics)

Editor
 
 
 
 
 
 
Publisher
Springer
Publication year
2016
Language
en
Edition
1st ed. 2016
Series
Smart Innovation, Systems and Technologies
Category
Technology, Energy, Traffic
Format
Ebook
eISBN (PDF)
9783319281094
Printed ISBN
978-3-319-28107-0

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