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Advances in Nonlinear Speech Processing

5th International Conference on Nonlinear Speech Processing, NOLISP 2011, Las Palmas de Gran Canaria, Spain, November 7-9, 2011. Proceedings

  • Carlos M. Travieso-González
  • Jesús B. Alonso-Hernández
Conference proceedings NOLISP 2011

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7015)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 7015)

Table of contents

  1. Front Matter
    PDF

  2. Keynote Talks

    1. Neurological Disease Detection and Monitoring from Voice Production
      Pedro Gómez-Vilda, Victoria Rodellar-Biarge, Víctor Nieto-Lluis, Cristina Muñoz-Mulas, Luis Miguel Mazaira-Fernández, Carlos Ramírez-Calvo et al.
      Pages 1-8
    2. Mathematical Foundations of Nonlinear, Non-Gaussian, and Time-Varying Digital Speech Signal Processing
      Max A. Little
      Pages 9-16

  3. Contributed Talks

    1. Enhancing Spontaneous Speech Recognition with BLSTM Features
      Martin Wöllmer, Björn Schuller
      Pages 17-24
    2. Convolutive Nonnegative Matrix Factorization with Markov Random Field Smoothing for Blind Unmixing of Multichannel Speech Recordings
      Rafal Zdunek
      Pages 25-32
    3. Reconstruction of Speech Signals from Their Unpredictable Points Manifold
      Vahid Khanagha, Hussein Yahia, Khalid Daoudi, Oriol Pont, Antonio Turiel
      Pages 33-39
    4. On Computational Working Memory for Speech Analysis
      Tudor S. Topoleanu
      Pages 40-47
    5. Oscillating Statistical Moments for Speech Polarity Detection
      Thomas Drugman, Thierry Dutoit
      Pages 48-54
    6. A Simple Approximation for Fast Nonlinear Deconvolution
      Jordi Solé-Casals, Cesar F. Caiafa
      Pages 55-62
    7. Cross-Lingual English Spanish Tonal Accent Labeling Using Decision Trees and Neural Networks
      David Escudero-Mancebo, Lourdes Aguilar, César González Ferreras, Carlos Vivaracho Pascual, Valentín Cardeñoso-Payo
      Pages 63-70
    8. Apnea Detection Based on Hidden Markov Model Kernel
      Carlos M. Travieso, Jesús B. Alonso, Jaime R. Ticay-Rivas, Marcos del Pozo-Baños
      Pages 71-79
    9. A Real-Time Speech Enhancement Framework for Multi-party Meetings
      Rudy Rotili, Emanuele Principi, Stefano Squartini, Björn Schuller
      Pages 80-87
    10. Improving Spontaneous Children’s Emotion Recognition by Acoustic Feature Selection and Feature-Level Fusion of Acoustic and Linguistic Parameters
      Santiago Planet, Ignasi Iriondo
      Pages 88-95
    11. Vocal Effort Modification through Harmonics Plus Noise Model Representation
      Àngel Calzada, Joan Claudi Socoró
      Pages 96-103
    12. Artificial Neural Network in FPGA for Temperature Prediction
      Santiago T. Pérez, José L. Vásquez, Carlos M. Travieso, Jesús B. Alonso
      Pages 104-110
    13. The Effects of Windowing on the Calculation of MFCCs for Different Types of Speech Sounds
      Amelia C. Kelly, Christer Gobl
      Pages 111-118
    14. Bio-inspired Phonologic Processing: From Vowel Representation Spaces to Categories
      Pedro Gómez-Vilda, José Manuel Ferrández-Vicente, Victoria Rodellar-Biarge, Cristina Muñoz-Mulas, Rafael Martínez-Olalla, Agustín Álvarez-Marquina et al.
      Pages 119-126
    15. Application of Nonlinear Dynamics Characterization to Emotional Speech
      Patricia Henríquez, Jesús B. Alonso, Miguel A. Ferrer, Carlos M. Travieso, Juan R. Orozco-Arroyave
      Pages 127-136
    16. Is Fundamental Frequency Meaningful for Severe Substitution Voices Such as Esophageal Speech?
      Yosra Ayed, Sofia Ben Jebara
      Pages 137-145
    17. Effects of Intra-frame Noise Smoothing on Speech Enhancement Algorithms
      Anis Ben Aicha, Sofia Ben Jebara
      Pages 146-153
    18. Compression of Mammography Image by SPIHT and Fractals
      Benterki Soumya, Guemou Bouabdellah
      Pages 154-161
    19. Intonation Based Sentence Modality Classifier for Czech Using Artificial Neural Network
      Jan Bartošek, Václav Hanžl
      Pages 162-169
    20. Prosodic Parameters of Emotional Synthetic Speech in Czech: Perception Validation
      Jana Vlčková-Mejvaldová, Petr Horák
      Pages 170-176
    21. Perceptual Effects of the Degree of Articulation in HMM-Based Speech Synthesis
      Benjamin Picart, Thomas Drugman, Thierry Dutoit
      Pages 177-182
    22. Combining Mel Frequency Cepstral Coefficients and Fractal Dimensions for Automatic Speech Recognition
      Aitzol Ezeiza, Karmele López de Ipiña, Carmen Hernández, Nora Barroso
      Pages 183-189
    23. KPCA vs. PCA Study for an Age Classification of Speakers
      Cristina Muñoz-Mulas, Rafael Martínez-Olalla, Pedro Gómez-Vilda, Elmar W. Lang, Agustín Álvarez-Marquina, Luis Miguel Mazaira-Fernández et al.
      Pages 190-198
    24. The Pre-image Problem and Kernel PCA for Speech Enhancement
      Christina Leitner, Franz Pernkopf
      Pages 199-206
    25. Nonlinear Dynamics for Hypernasality Detection
      J. R. Orozco-Arroyave, S. Murillo-Rendón, J. F. Vargas-Bonilla, E. Delgado-Trejos, J. D. Arias-Londoño, G. Castellanos-Domínguez
      Pages 207-214
    26. Introducing Non-linear Analysis into Sustained Speech Characterization to Improve Sleep Apnea Detection
      Jose Luis Blanco, Luis A. Hernández, Rubén Fernández, Daniel Ramos
      Pages 215-223
    27. Morphological Processing of Spectrograms for Speech Enhancement
      Joyner Cadore, Ascensión Gallardo-Antolín, Carmen Peláez-Moreno
      Pages 224-231
    28. A Simple Phenomenological Neuronal Model with Inhibitory and Excitatory Synapses
      Kerstin Lenk
      Pages 232-238
    29. A Study of Low-variance Multi-taper Features for Distributed Speech Recognition
      Md Jahangir Alam, Patrick Kenny, Douglas O’Shaughnessy
      Pages 239-245
    30. Comparative Evaluation of Feature Normalization Techniques for Speaker Verification
      Md Jahangir Alam, Pierre Ouellet, Patrick Kenny, Douglas O’Shaughnessy
      Pages 246-253
    31. Robust Pathological Voice Detection Based on Component Information from HMM
      M. Sarria-Paja, G. Castellanos-Domínguez
      Pages 254-261
    32. Complexity Analysis Using Nonuniform Embedding Techniques for Voice Pathological Discrimination
      J. A. Gomez Garcia, J. I. Godino Llorente, G. Castellanos-Domínguez
      Pages 262-269
    33. Chaos for Speech Coding and Production
      Behnam Kia, William L. Ditto, Mark L. Spano
      Pages 270-278
  4. Back Matter
    PDF

About these proceedings

Introduction

This book constitutes the proceedings of the 5th International Conference on Nonlinear Speech Processing, NoLISP 2011, held in Las Palmas de Gran Canaria, Spain, in November 2011. The purpose of the workshop is to present and discuss new ideas, techniques and results related to alternative approaches in speech processing that may depart from the main stream.
The 33 papers presented together with 2 keynote talks were carefully reviewed and selected for inclusion in this book. The topics of NOLISP 2011 were non-linear approximation and estimation; non-linear oscillators and predictors; higher-order statistics; independent component analysis; nearest neighbors; neural networks; decision trees; non-parametric models; dynamics of non-linear systems; fractal methods; chaos modeling; and non-linear differential equations.

Keywords

computational geometry graph theory linguistic features neuromorphic computing probabilistic features

Editors and affiliations

  • Carlos M. Travieso-González
    • 1
  • Jesús B. Alonso-Hernández
    • 1
  1. 1.Institute for Technological Development and Innovation in Communications (IDETIC), Signals and Communications DepartmentUniversity of Las Palmas de Gran CanariaLas Palmas de Gran CanariaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-25020-0
  • Copyright Information Springer-Verlag GmbH Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-25019-4
  • Online ISBN 978-3-642-25020-0
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site
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