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Data-Driven Techniques in Speech Synthesis

  • Robert I. Damper

Table of contents

  1. Front Matter
    Pages i-xviii
  2. Ghulum Bakiri, Thomas G. Dietterich
    Pages 27-44
  3. Kirk P. H. Sullivan
    Pages 45-70
  4. Robert W. P. Luk, Robert I. Damper
    Pages 91-123
  5. Walter Daelemans, Antal van den Bosch
    Pages 149-174
  6. Alan W. Black, Kurt E. Dusterhoff, Paul A. Taylor
    Pages 199-214
  7. Back Matter
    Pages 283-316

About this book

Introduction

Data-Driven Techniques in Speech Synthesis gives a first review of this new field. All areas of speech synthesis from text are covered, including text analysis, letter-to-sound conversion, prosodic marking and extraction of parameters to drive synthesis hardware.
Fuelled by cheap computer processing and memory, the fields of machine learning in particular and artificial intelligence in general are increasingly exploiting approaches in which large databases act as implicit knowledge sources, rather than explicit rules manually written by experts. Speech synthesis is one application area where the new approach is proving powerfully effective, the reliance upon fragile specialist knowledge having hindered its development in the past. This book provides the first review of the new topic, with contributions from leading international experts.
Data-Driven Techniques in Speech Synthesis is at the leading edge of current research, written by well respected experts in the field. The text is concise and accessible, and guides the reader through the new technology. The book will primarily appeal to research engineers and scientists working in the area of speech synthesis. However, it will also be of interest to speech scientists and phoneticians as well as managers and project leaders in the telecommunications industry who need an appreciation of the capabilities and potential of modern speech synthesis technology.

Keywords

Intonation Klang Phonem artificial intelligence communication corpus intelligence learning machine learning phonetics proving speech synthesis

Editors and affiliations

  • Robert I. Damper
    • 1
  1. 1.Image, Speech and Intelligent Systems (ISIS) Research Group, Department of Electronics and Computer ScienceUniversity of SouthamptonSouthamptonUK

Bibliographic information