• DocumentCode
    2618863
  • Title

    Detection of voice onset time using FB expansion and AM-FM model

  • Author

    Pachori, Ram Bilas ; Gangashetty, Suryakanth V.

  • Author_Institution
    Dept. of Electr. Eng., Indian Inst. of Technol. Indore, Indore, India
  • fYear
    2010
  • fDate
    10-13 May 2010
  • Firstpage
    149
  • Lastpage
    152
  • Abstract
    The voice onset time (VOT) combines the temporal and frequency structure over very short duration. This makes the VOT detection task difficult. But the VOT is an important temporal feature. In this paper we propose a new method for the detection of VOT in speech utterances. The method uses Fourier-Bessel (FB) expansion followed by amplitude and frequency modulated (AM-FM) signal model. The FB expansion is used to emphasize the vowel and consonant regions of stop consonant vowel (SCV) units (/ka/, /ta/, and /pa/). The emphasized signals using selected range of FB coefficients have been considered narrow-band AM-FM signals. The discrete energy separation algorithm (DESA) has been used to estimate amplitude envelope (AE) function of the AM-FM model. The estimated AE function is explored for the detection of VOT. The VOT detection studies are carried out using the speech corpus consists of utterances of various male and female speakers.
  • Keywords
    Bessel functions; Fourier series; amplitude estimation; amplitude modulation; frequency modulation; speech recognition; AM-FM model; Fourier-Bessel expansion; amplitude envelope estimate; amplitude modulated signal; discrete energy separation algorithm; frequency modulated signal; frequency structure; speech detection; stop consonant vowel; temporal structure; voice onset time; Manuals; Speech;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Sciences Signal Processing and their Applications (ISSPA), 2010 10th International Conference on
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4244-7165-2
  • Type

    conf

  • DOI
    10.1109/ISSPA.2010.5605486
  • Filename
    5605486