Stress level classification of speech using euclidean distance metrics in a novel hybrid multi-dimensional feature space

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn 1, Issue , 2006, Pages

  Ruzanski, Evan ^a   Hansen, John H L ^a   Meyerhoff, James ^b   Saviolakis, George ^b   Norris, William ^c   Wallert, Terry ^c  

^a UNIVERSITY OF COLORADO   (United States)

^b WALTER REED ARMY INSTITUTE OF RESEARCH   (United States)

^c Fed Law Enforcement Training Center   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOMETRICS; DATA REDUCTION; FEATURE EXTRACTION; LAW ENFORCEMENT; METRIC SYSTEM;

AUTOMATIC STRESS DETECTION METHODS; BINARY DECISION; EUCLIDEAN DISTANCE METRICS; MULTI-DIMENSIONAL FEATURE SPACE;

SPEECH RECOGNITION;

EID: 33947694367     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. D.A. Cairns and J.H.L. Hansen, "Nonlinear analysis and detection of speech under stressed conditions," JASA., v. 6, pp. 3392-3400, 1994.
2. M.A. Rahurkar, J.H.L. Hansen, M.A. Oleshansky, J.L. Meyerhoff, and M. Koenig, "Frequency Band Analysis for Stress Detection Using a Teager Energy Operator-based Feature," in Proc. of ICSLP-02, Denver, CO, 2002, pp. 2021-2024.
3. G. Zhou, J.H.L. Hansen, and J.F. Kaiser, "Nonlinear feature-based classification of speech under stress," IEEE Trans. Speech & Audio Process., vol. 9, pp. 201-216, Mar. 2001.
4. nd ed. San Diego: Elsevier Academic Press, 2003.
5. J.H.L. Hansen, "Analysis and Compensation of Stressed and Noisy Speech with Application to Robust Automatic Recognition," PhD dissertation, Dept. of Elect. Eng., Georgia Tech., Atlanta, GA, 1988.
6. J.L. Meyerhoff, W. Norris, G. Saviolakis, T. Wollen, B. Burge, V. Atkins, and C. Spielberger, "Evaluating Performance of Federal Law Enforcement Personnel During a Stressful Training Scenario," Annals of the New York Acad. of Sci, vol. 1032, pp. 250-253, 2004.
7. E. Ruzanski, J.H.L. Hansen, J.L. Meyerhoff, M. Koenig, and G. Saviolakis, "Effects of Phoneme Characteristics on TEO-based Automatic Stress Detection in Speech", in Proc. of ICASSP-05, Philadelphia, PA, 2005, pp. 357-360.
8. X. Sun, "Pitch Determination and Voice Quality Analysis Using Subharmonic-to-Harmonic Ratio," in Proc. of ICASSP-02, Orlando, FL, 2002, pp. 333-336.
9. H. Teager, "Some observations on oral air flow during phonation," IEEE Trans. Acous., Speech, Sig. Proc., v. 5, pp. 599-601, 1990.
10. H. Teager and S. Teager, "Evidence for Nonlinear Production Mechanisms in the Vocal Tract," Speech Production and Speech Modeling, NATO Adv. Study Inst., v. 55, Boston: Kluwer Acad. Pub., 1990.
11. J. F. Kaiser, "On a Simple Algorithm to Calculate 'Energy' of a Signal", ICASSP-90, pp. 381-384, 1990.
12. th IEEE DSP Workshop, Sept. 1990.
13. B. Scharf, "Critical Bands", in Foundations of Modern Auditory Theory, edited by J. V. Tobias, Acad. Press, v. 1, pp. 157-202, 1970.
14. rd Edition, Academic Press, pp. 153-167, 1994.