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Nonlinear speech processing: Overview and applications

  • M. Faúndez-Zanuy*
  • , S. McLaughlin
  • , A. Esposito
  • , A. Hussain
  • , J. Schoentgen
  • , G. Kubin
  • , W. B. Kleijn
  • , P. Maragos
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

50 Scopus citations

Abstract

This article presents an overview of various nonlinear processing techniques applied to speech signals. Evidence relating to the existence of nonlinearities in speech is presented, and the main differences between linear and nonlinear analysis are summarized. A brief review is given of the important nonlinear speech processing techniques reported to date, and their applications to speech coding, speech synthesis, speech and speaker recognition, voice analysis and enhancement, and analyses and simulation of dysphonic voices.

Original languageEnglish
Pages (from-to)1-10
Number of pages10
JournalControl and Intelligent Systems
Volume30
Issue number1
StatePublished - 2002
Externally publishedYes

Keywords

  • Analysis and enhancement
  • Nonlinear processing
  • Recognition
  • Speech coding
  • Synthesis

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science Applications

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