• DocumentCode
    2789740
  • Title

    Speech under physical stress: A production-based framework

  • Author

    Patil, Sanjay ; Sangwan, Abhijeet ; Hansen, John H L

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
  • fYear
    2010
  • fDate
    14-19 March 2010
  • Firstpage
    5146
  • Lastpage
    5149
  • Abstract
    This paper examines the impact of physical stress on speech. The methodology adopted here identifies inter-utterance breathing (IUB) patterns as a key intermediate variable while studying the relationship between physical stress and speech. Additionally, this work connects high-level prosodic changes in the speech signal (energy, pitch, and duration) to the corresponding breathing patterns. Our results demonstrate the diversity of breathing and articulation patterns that speakers employ in order to compensate for the increased body oxygen demand. Here, we identify the normalized value of breathing energy rate (proportional to minute volume) acquired from a conventional as well as physiological microphone as a reliable and accurate estimator of physical stress. Additionally, we also show that the prosodic patterns (pitch, energy, and duration) of high-level speech structure shows good correlation with the normalized-breathing energy rate. In this manner, the study establishes the interconnection between temporal speech structure and physical stress through breathing.
  • Keywords
    biocommunications; pneumodynamics; speech; articulation pattern; body oxygen demand; interutterance breathing pattern; physical stress; physiological microphone; production based framework; temporal speech structure; Chemicals; Fatigue; Frequency; Microphones; Robustness; Sleep; Speech analysis; Stress; System performance; Working environment noise; Breathing Patterns; Physical Stress; Physiological Microphone (PMIC); Speech under Stress;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
  • Conference_Location
    Dallas, TX
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-4295-9
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2010.5495016
  • Filename
    5495016