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Nonlinear Speech Modeling and Applications

Advanced Lectures and Revised Selected Papers

  • Gérard Chollet
  • Anna Esposito
  • Marcos Faundez-Zanuy
  • Maria Marinaro
Conference proceedings NN 2004

Part of the Lecture Notes in Computer Science book series (LNCS, volume 3445)

Also part of the Lecture Notes in Artificial Intelligence book sub series (LNAI, volume 3445)

Table of contents

  1. Front Matter
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  2. Dealing with Nonlinearities in Speech Signals

    1. Some Notes on Nonlinearities of Speech
      Anna Esposito, Maria Marinaro
      Pages 1-14
    2. Nonlinear Speech Processing: Overview and Possibilities in Speech Coding
      Marcos Faundez-Zanuy
      Pages 15-42
    3. Signal Processing in a Nonlinear, NonGaussian, and Nonstationary World
      Simon Haykin
      Pages 43-53

  3. Acoustic-to-Articulatory Modeling of Speech Phenomena

    1. The Analysis of Voice Quality in Speech Processing
      Eric Keller
      Pages 54-73
    2. Identification of Nonlinear Oscillator Models for Speech Analysis and Synthesis
      Gernot Kubin, Claudia Lainscsek, Erhard Rank
      Pages 74-113
    3. Speech Modelling Based on Acoustic-to-Articulatory Mapping
      Jean Schoentgen
      Pages 114-135

  4. Data Driven and Speech Processing Algorithms

    1. Underdetermined Blind Separation of Speech Signals with Delays in Different Time-Frequency Domains
      Alessandro Bastari, Stefano Squartini, Francesco Piazza
      Pages 136-163
    2. Data Driven Approaches to Speech and Language Processing
      Gérard Chollet, Kevin McTait, Dijana Petrovska-Delacrétaz
      Pages 164-198
    3. Cepstrum-Based Harmonics-to-Noise Ratio Measurement in Voiced Speech
      Peter Murphy, Olatunji Akande
      Pages 199-218
    4. Predictive Connectionist Approach to Speech Recognition
      Bojan Petek
      Pages 219-243
    5. Modeling Speech Based on Harmonic Plus Noise Models
      Yannis Stylianou
      Pages 244-260

  5. Algorithms and Models Based on Speech Perception Mechanisms

    1. Text Independent Methods for Speech Segmentation
      Anna Esposito, Guido Aversano
      Pages 261-290
    2. Nonlinear Adaptive Speech Enhancement Inspired by Early Auditory Processing
      Amir Hussain, Tariq S. Durrani, Ali Alkulaibi, Nhamo Mtetwa
      Pages 291-316
    3. Perceptive, Non-linear Speech Processing and Spiking Neural Networks
      Jean Rouat, Ramin Pichevar, Stéphane Loiselle
      Pages 317-337

  6. Task Oriented Speech Applications

    1. An Algorithm to Estimate Anticausal Glottal Flow Component from Speech Signals
      Baris Bozkurt, François Severin, Thierry Dutoit
      Pages 338-343
    2. Non-linear Speech Feature Extraction for Phoneme Classification and Speaker Recognition
      Mohamed Chetouani, Marcos Faundez-Zanuy, Bruno Gas, Jean-Luc Zarader
      Pages 344-350
    3. Segmental Scores Fusion for ALISP-Based GMM Text-Independent Speaker Verification
      Asmaa El Hannani, Dijana Petrovska-Delacrétaz
      Pages 351-356
    4. On the Usefulness of Almost-Redundant Information for Pattern Recognition
      Marcos Faundez-Zanuy
      Pages 357-364
    5. An Audio-Visual Imposture Scenario by Talking Face Animation
      Walid Karam, Chafic Mokbel, Hanna Greige, Guido Aversano, Catherine Pelachaud, Gérard Chollet
      Pages 365-369
    6. Cryptographic-Speech-Key Generation Using the SVM Technique over the lp-Cepstral Speech Space
      Paola L. García-Perera, Carlos Mex-Perera, Juan A. Nolazco-Flores
      Pages 370-374
    7. Nonlinear Speech Features for the Objective Detection of Discontinuities in Concatenative Speech Synthesis
      Yannis Pantazis, Yannis Stylianou
      Pages 375-383
    8. Signal Sparsity Enhancement Through Wavelet Transforms in Underdetermined BSS
      Eraldo Pomponi, Stefano Squartini, Francesco Piazza
      Pages 384-391
    9. A Quantitative Evaluation of a Bio-inspired Sound Segregation Technique for Two- and Three-Source Mixtures
      Ramin Pichevar, Jean Rouat
      Pages 392-396
    10. Application of Symbolic Machine Learning to Audio Signal Segmentation
      Arimantas Raškinis, Gailius Raškinis
      Pages 397-403
    11. Analysis of an Infant Cry Recognizer for the Early Identification of Pathologies
      Orion F. Reyes-Galaviz, Antonio Verduzco, Emilio Arch-Tirado, Carlos A. Reyes-García
      Pages 404-409
    12. Graphical Models for Text-Independent Speaker Verification
      Eduardo Sánchez-Soto, Marc Sigelle, Gérard Chollet
      Pages 410-415
    13. An Application to Acquire Audio Signals with ChicoPlus Hardware
      Antonio Satué-Villar, Juan Fernández-Rubio
      Pages 416-420
    14. Speech Identity Conversion
      Martin Vondra, Robert Vích
      Pages 421-426
    15. Robust Speech Enhancement Based on NPHMM Under Unknown Noise
      Ki Yong Lee, Jae Yeol Rheem
      Pages 427-431
  7. Back Matter
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About these proceedings

Keywords

algorithms classification learning machine learning neural networks signal processing speech analysis speech coding speech perception speech processing speech processing algorithms speech recognition speech segmentation speech synthesis verification

Editors and affiliations

  • Gérard Chollet
    • 1
  • Anna Esposito
    • 2
  • Marcos Faundez-Zanuy
    • 3
  • Maria Marinaro
    • 4
  1. 1.CNRS LTCI/TSI ParisParis Cedex 13France
  2. 2.Department of PsychologySecond University of Naples, and IIASSVietri sul MareItaly
  3. 3.Escola Universitària Politècnica de MataróUniversitat Politècnica de CatalunyaBarcelonaSpain
  4. 4.Dipartimento di Fisica “E.R. Caianiello”Università degli Studi di SalernoBaronissiItaly

Bibliographic information

  • DOI https://doi.org/10.1007/b138975
  • Copyright Information Springer-Verlag Berlin Heidelberg 2005
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-540-27441-4
  • Online ISBN 978-3-540-31886-6
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349
  • Buy this book on publisher's site