• DocumentCode
    3177948
  • Title

    Analysis of breathy voice based on excitation characteristics of speech production

  • Author

    Thati, Sathya Adithya ; Bollepalli, Bajibabu ; Bhaskararao, Peri ; Yegnanarayana, B.

  • Author_Institution
    Speech & Vision Lab., Int. Inst. of Inf. Technol., Hyderabad, India
  • fYear
    2012
  • fDate
    22-25 July 2012
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The objective of this paper is to find the fundamental difference between breathy and modal voices based on differences in speech production as reflected in the signal. We propose signal processing methods for analyzing the phonation in breathy voice. These methods include technique of zero-frequency filtering, loudness measurement, computation of periodic to aperiodic energy ratio and extraction of formants and their amplitudes using group-delay based technique. Parameters derived using these methods capture the excitation source characteristics which play a prominent role in deciding the voice quality. Classification of vowels into breathy or modal voice is achieved with an accuracy of 93.93% using the loudness measure.
  • Keywords
    filtering theory; speech processing; breathy voice analysis; excitation source characteristics; formant extraction; fundamental difference; group-delay-based technique; loudness measurement; modal voice; periodic-aperiodic energy ratio; phonation analysis; signal processing method; speech production; voice quality; vowel classification; zero-frequency filtering; Acoustic measurements; Acoustics; Harmonic analysis; Muscles; Noise; Production; Speech; Breathy voice; PAP; excitation characteristics; loudness measure; modal voice; zero-frequency filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications (SPCOM), 2012 International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    978-1-4673-2013-9
  • Type

    conf

  • DOI
    10.1109/SPCOM.2012.6290015
  • Filename
    6290015