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Computational Models of Speech Pattern Processing

  • Book
  • © 1999

Overview

Editors:
  1. Keith Ponting

    1. Speech Research Unit, DERA Malvern, Great Malvern, Worcs, UK

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  • Survey of state of the art in speech pattern processing
  • Includes invited papers from leading scientists in the field
  • Contains papers from both the acoustic and the linguistic perspectives
  • Based on a NATO meeting working toward a unifying theory of speech pattern processing
  • Includes supplementary material: sn.pub/extras

Part of the book series: NATO ASI Subseries F: (NATO ASI F, volume 169)

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Table of contents (35 chapters)

  1. Front Matter

    Pages i-XXX
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  2. Speech Pattern Processing

    • Roger K. Moore
    Pages 1-9

  3. Psycho-acoustics and Speech Perception

    • Louis C. W. Pols
    Pages 10-17

  4. Acoustic Modelling for Large Vocabulary Continuous Speech Recognition

    • Steve Young
    Pages 18-39

  5. Tree-based Dependence Models for Speech Recognition

    • Mari Ostendorf, Ashvin Kannan, Orith Ronen
    Pages 40-53

  6. Connectionist and Hybrid Models for Automatic Speech Recognition

    • Jean-Paul Haton
    Pages 54-66

  7. Computational Models for Auditory Speech Processing

    • Li Deng
    Pages 67-77

  8. Speaker Adaptation of CDHMMs Using Bayesian Learning

    • Claudio Vair, Luciano Fissore
    Pages 78-83

  9. Discriminative Improvement of the Representation Space for Continuous Speech Recognition

    • Ángel de la Torre, Antonio M. Peinado, Antonio J. Rubio, José C. Segura
    Pages 84-89

  10. Dealing with Loss of Synchronism in Multi-Band Continuous Speech Recognition Systems

    • Christophe Cerisara
    Pages 90-95

  11. K-Nearest Neighbours Estimator in a HMM-Based Recognition System

    • Fabrice Lefèvre, Claude Montacié, Marie-José Caraty
    Pages 96-101

  12. Robust Speech Recognition

    • Sadaoki Furui
    Pages 102-111

  13. Channel Adaptation

    • Keith M. Ponting
    Pages 112-121

  14. Speaker Characterization, Speaker Adaptation and Voice Conversion

    • Sadaoki Furui
    Pages 122-131

  15. Speaker Recognition

    • Sadaoki Furui
    Pages 132-142

  16. Application of Acoustic Discriminative Training in an Ergodic HMM for Speaker Identification

    • Leandro Rodríguez Liñares, Carmen García Mateo
    Pages 143-148

  17. Comparison of Several Compensation Techniques for Robust Speaker Verification

    • Laura Docío-Fernández, Carmen García-Mateo
    Pages 149-156

  18. Segmental Acoustic Modeling for Speech Recognition

    • Mari Ostendorf
    Pages 157-172

  19. Trajectory Representations and Acoustic Descriptions for a Segment-Modelling Approach to Automatic Speech Recognition

    • Wendy J. Holmes
    Pages 173-180

  20. Suprasegmental Modelling

    • E. Nöth, A. Batliner, A. Kießling, R. Kompe, H. Niemann
    Pages 181-198
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Keywords

Editors and Affiliations

  • Speech Research Unit, DERA Malvern, Great Malvern, Worcs, UK

    Keith Ponting

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