• DocumentCode
    2270022
  • Title

    Intelligibility of speech with filtered time trajectories of spectral envelopes

  • Author

    Arai, Takayuki ; Pavel, Misha ; Hermansky, Hynek ; Avendano, Carlos

  • Author_Institution
    Oregon Graduate Inst. of Sci. & Technol., Portland, OR, USA
  • Volume
    4
  • fYear
    1996
  • fDate
    3-6 Oct 1996
  • Firstpage
    2490
  • Abstract
    The effect of filtering the time trajectories of spectral envelopes on speech intelligibility was investigated. Since the LPC cepstrum forms the basis of many automatic speech recognition systems, the authors filtered time trajectories of the LPC cepstrum of speech sounds, and the modified speech was reconstructed after the filtering. For processing, they applied low-pass, high-pass and band-pass filters. The accuracy results from the perceptual experiments for Japanese syllables show that speech intelligibility is not severely impaired as long as the filtered spectral components have 1) a rate of change faster than 1 Hz when high-pass filtered, 2) a rate of change slower than 24 Hz when low-pass filtered, and 3) a rate of change between 1 and 16 Hz when band-pass filtered
  • Keywords
    acoustic filters; band-pass filters; cepstral analysis; high-pass filters; low-pass filters; speech intelligibility; speech processing; speech recognition; Japanese syllables; LPC cepstrum; automatic speech recognition systems; band-pass filters; filtered spectral components; filtered time trajectories; high-pass filters; low-pass filters; modified speech reconstruction; perceptual experiments; spectral envelopes; speech intelligibility; speech sounds; Automatic speech recognition; Band pass filters; Cepstral analysis; Filtering; Finite impulse response filter; Linear predictive coding; Low pass filters; Speech analysis; Speech processing; Speech recognition;
  • 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.1996.607318
  • Filename
    607318