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Modeling of speech signals using fractional calculus

  • American University of Sharjah
  • University of Sharjah

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

98 Scopus citations

Abstract

In this paper, we present a novel approach for speech signal modeling using fractional calculus. This approach is contrasted with the celebrated Linear Predictive Coding (LPC) approach which is based on integer order models. It is demonstrated via numerical simulations that by using a few integrals of fractional orders as basis functions, the speech signal can be modeled accurately. The new approach has the merit of requiring a smaller number of model parameters, and is demonstrated to be superior to the LPC approach in capturing the details of the modeled signal.

Original languageEnglish
Title of host publication2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings
PublisherIEEE Computer Society
ISBN (Print)1424407796, 9781424407798
DOIs
StatePublished - 2007
Externally publishedYes
Event9th International Symposium on Signal Processing and its Applications, ISSPA 2007 - Sharjah, United Arab Emirates
Duration: 12 Feb 2007 → 15 Feb 2007

Publication series

Name2007 9th International Symposium on Signal Processing and its Applications, ISSPA 2007, Proceedings

Conference

Conference9th International Symposium on Signal Processing and its Applications, ISSPA 2007
Country/TerritoryUnited Arab Emirates
CitySharjah
Period12/02/07 → 15/02/07

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