Acoustic analysis of speech under stress. (2015)

• Record Type: Journal Article
• Authors: Sondhi, Savita; Khan, Munna; Vijay, Ritu; Salhan, Ashok K.; Chouhan, Satish
• Is Part Of: International journal of bioinformatics research and applications. Volume 11:Number 5(2015)
• Page Start: 417
• Page End: 432
• Publication Date: 2015
• Subjects: voice stress analysis -- stressed speech -- fundamental frequency -- formant frequency -- FFT -- chirp transform -- bioinformatics -- emotional stress -- acoustic analysis -- psycho-physiological stress -- stressful conversation -- pitch modulation; Bioinformatics -- Periodicals; 570.285
• Languages: English
• ISSNs: 1744-5485

Abstract

When a person is emotionally charged, stress could be discerned in his voice. This paper presents a simplified and a non-invasive approach to detect psycho-physiological stress by monitoring the acoustic modifications during a stressful conversation. Voice database consists of audio clips from eight different popular FM broadcasts wherein the host of the show vexes the subjects who are otherwise unaware of the charade. The audio clips are obtained from real-life stressful conversations (no simulated emotions). Analysis is done using PRAAT software to evaluate mean fundamental frequency (F0) and formant frequencies (F1, F2, F3, F4) both in neutral and stressed state. Results suggest that F0 increases with stress; however, formant frequency decreases with stress. Comparison of Fourier and chirp spectra of short vowel segment shows that for relaxed speech, the two spectra are similar; however, for stressed speech, they differ in the high frequency range due to increased pitch modulation.