• DocumentCode
    698537
  • Title

    On the use of phase information for speech recognition

  • Author

    Bozkurt, Baris ; Couvreur, Laurent

  • Author_Institution
    TCTS Lab., Fac. Polytech. de Mons, Mons, Belgium
  • fYear
    2005
  • fDate
    4-8 Sept. 2005
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    This study addresses the use of short-time phase spectra in automatic speech recognition (ASR). Two recent studies [1,2] have proposed two group delay based spectral representations. Here we propose three new group delay based representations and compare usefulness of all these representations in an ASR experiment. We show that two of the representations we propose perform better, contain equivalent or complementary information to that of the power spectrum and are potentially useful for improving ASR performance.
  • Keywords
    speech recognition; ASR performance improvement; automatic speech recognition; equivalent-complementary information; group delay based representations; phase information; power spectrum; short-time phase spectra; spectral representations; Delays; Feature extraction; Mel frequency cepstral coefficient; Noise; Polynomials; Speech; Speech recognition;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2005 13th European
  • Conference_Location
    Antalya
  • Print_ISBN
    978-160-4238-21-1
  • Type

    conf

  • Filename
    7078124