12th Annual Conference of the International Speech Communication Association

Florence, Italy
August 27-31. 2011

Prosodic Correlates of Individual Physiological Response to Stress

Serguei Pakhomov, Michael Kotlyar

University of Minnesota, USA

Response to stress is an important health risk factor. We compared several methods based on automatic speech analysis for extracting prosodic information from spontaneous speech of 19 subjects participating in a study of the effects of bupropion (a medication that increases smoking cessation rates and treats depression) on stress response in smokers. Automatically extracted mean fundamental frequency (F0), F0 variability, and the mean duration of silent pauses significantly correlate with physiological measures of stress: plasma concentration of epinephrine (adrenaline), heart rate and blood pressure. These findings indicate that automated speech analysis may be used for non-invasive stress response measurement.

Full Paper

Bibliographic reference.  Pakhomov, Serguei / Kotlyar, Michael (2011): "Prosodic correlates of individual physiological response to stress", In INTERSPEECH-2011, 2949-2952.