• DocumentCode
    3540633
  • Title

    Phase difference of filter-stable part-tones as acoustic feature

  • Author

    Tüske, Zoltán ; Drepper, Friedhelm R. ; Schlüter, Ralf

  • Author_Institution
    Comput. Sci. Dept., RWTH Aachen Univ., Aachen, Germany
  • fYear
    2012
  • fDate
    5-8 Aug. 2012
  • Firstpage
    365
  • Lastpage
    368
  • Abstract
    A part-tone decomposition of voiced sections of speech is introduced, which is adapted with high accuracy to the frequency of the glottal oscillator of the speaker. The iterative replacement of the center filter frequency contours (chosen locally as linear chirp) of the non-stationary bandpass filters converges extremely fast and leads to the extraction of filter-stable part-tones with uncorrupted phases. In contrast to phases of frequency decomposition with a priori defined, constant filter frequencies, the phase differences of filter-stable part-tones promise to become a useful supplement of the amplitude based acoustic features used for conventional automatic speech recognition. The derived phase features are tested in vowel classification experiments based on the phonetically rich TIMIT database.
  • Keywords
    acoustic filters; band-pass filters; oscillators; speech recognition; amplitude based acoustic features; automatic speech recognition; center filter frequency; constant filter frequencies; filter-stable part-tones; frequency decomposition; glottal oscillator; nonstationary bandpass filters; part-tone decomposition; phase difference; phonetically rich TIMIT database; speaker; speech voiced sections; vowel classification experiments; Equations; Harmonic analysis; Mel frequency cepstral coefficient; Speech; Speech processing; Time frequency analysis; acoustic feature; filter stable part-tones; relative phase; time-frequency decomposition; voiced speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Statistical Signal Processing Workshop (SSP), 2012 IEEE
  • Conference_Location
    Ann Arbor, MI
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-0182-4
  • Electronic_ISBN
    pending
  • Type

    conf

  • DOI
    10.1109/SSP.2012.6319705
  • Filename
    6319705