• DocumentCode
    2266516
  • Title

    Wavelet transforms for non-uniform speech recognition systems

  • Author

    Janer, Léonard ; Martí, Josep ; Nadeu, Climent ; Lleida-Solano, Eduardo

  • Author_Institution
    Dept. de Teoria del Senyal i Comunicacions, Univ. Politecnica de Catalunya, Barcelona, Spain
  • Volume
    4
  • fYear
    1996
  • fDate
    3-6 Oct 1996
  • Firstpage
    2348
  • Abstract
    An algorithm for nonuniform speech segmentation and its application in speech recognition systems is presented. A method based on the Modulated Gaussian Wavelet Transform based Speech Analyser (MGWTSA) and the subsequent parametrization block is used to transform a uniform signal into a set of nonuniformly separated frames, with the accurate information being fed into a speech recognition system. The algorithm needs a frame characterizing the signal where necessary, trying to reduce the number of frames per signal as much as possible, without an appreciable reduction in the recognition rate of the system
  • Keywords
    Gaussian processes; speech processing; speech recognition; wavelet transforms; MGWTSA; Modulated Gaussian Wavelet Transform based Speech Analyser; accurate information; non uniform speech recognition systems; nonuniform speech segmentation; nonuniformly separated frames; parametrization block; recognition rate; wavelet transforms; Hidden Markov models; Information analysis; Signal analysis; Signal resolution; Speech analysis; Speech processing; Speech recognition; Time frequency analysis; Wavelet analysis; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
  • Conference_Location
    Philadelphia, PA
  • Print_ISBN
    0-7803-3555-4
  • Type

    conf

  • DOI
    10.1109/ICSLP.1996.607279
  • Filename
    607279