• DocumentCode
    3164583
  • Title

    Physical characteristics of vocal folds during speech under stress

  • Author

    Yao, Xiao ; Jitsuhiro, Takatoshi ; Miyajima, Chiyomi ; Kitaoka, Norihide ; Takeda, Kazuya

  • Author_Institution
    Grad. Sch. of Inf. Sci., Nagoya Univ., Nagoya, Japan
  • fYear
    2012
  • fDate
    25-30 March 2012
  • Firstpage
    4609
  • Lastpage
    4612
  • Abstract
    We focus on variations in the glottal source of speech production, which is essential for understanding the generation of speech under psychological stress. In this paper, a two-mass vocal fold model is fitted to estimate the stiffness parameters of vocal folds during speech, and the stiffness parameters are then analyzed in order to classify recorded samples into neutral and stressed speech. Mechanisms of vocal folds under stress are derived from the experimental results. We propose using a Muscle Tension Ratio (MTR) to identify speech under stress. Our results show that MTR is more effective than a conventional method of stress measurement.
  • Keywords
    biomechanics; biomedical measurement; muscle; speech processing; conventional method; glottal source; muscle tension ratio; neutral speech; psychological stress; speech production; stiffness parameters; stress measurement; stressed speech; two-mass vocal fold model; Databases; Hidden Markov models; Muscles; Production; Speech; Speech recognition; Stress; physical parameters; speech under stress; two-mass model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
  • Conference_Location
    Kyoto
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4673-0045-2
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2012.6288945
  • Filename
    6288945