Classification of speech under stress based on modeling of the vocal folds and vocal tract

Eurasip Journal on Audio, Speech, and Music Processing

Volumn 2013, Issue 1, 2013, Pages

  Yao, Xiao ^a   Jitsuhiro, Takatoshi ^a,b   Miyajima, Chiyomi ^a   Kitaoka, Norihide ^a   Takeda, Kazuya ^a  

^a NAGOYA UNIVERSITY   (Japan)

^b AICHI UNIVERSITY OF TECHNOLOGY   (Japan)

Author keywords

Physical parameters; Speech under stress; Stress classification; Two mass model; Vocal folds; Vocal tract

Indexed keywords

PHYSICAL PARAMETERS; SPEECH UNDER STRESS; STRESS CLASSIFICATIONS; TWO-MASS MODEL; VOCAL FOLDS; VOCAL-TRACTS;

AIR; SPEECH RECOGNITION; STIFFNESS;

SPEECH;

EID: 84887032311     PISSN: 16874714     EISSN: 16874722     Source Type: Journal    
DOI: 10.1186/1687-4722-2013-17     Document Type: Article

References (24)

1. Steeneken HJM, Hansen JHL: Speech under stress conditions: overview of the effect on speech production and on system performance. In Proc. ICASSP. Atlanta, Georgia; 1996.
2. Cairns D, Hansen JHL: Nonlinear analysis and detection of speech under stressed conditions. J. Acoust. Soc. Am. 1994,96(6):3392-3400.
3. Bezooijen RV: The characteristics and recognizability of vocal expression of emotions. Foris, Drodrecht; 1984.
4. Tolkmitt FJ, Scherer KR: Effect of experimentally induced stress on vocal parameters. J. Exp. Psychol. 1986,12(3):302-313.
5. Williams CE, Stevens KN: Emotions and speech: some acoustical correlates. J. Acoust. Soc. Am. 1972,52(4):1238-1250.
6. Bou-Ghazale SE, Hansen JHL: Generating stressed speech from neutral speech using a modified CELP vocoder. Speech Commun. 1996, 20:93-110.
7. Bond ZS, Moore TJ: A note on loud and Lombard speech. Kobe; 1990:969-972. [International Conference on Spoken Language Processing]
8. Hansen JHL: Analysis and compensation of stressed and noisy speech with application to robust automatic recognition. Georgia Institute of Technology, Atlanta; 1988. [Ph.D. dissertation]
9. Murray IR, Baber C: A South, Toward a definition and working model of stress and its effects on speech. Speech Commun. 1996, 20:3-12.
10. Whitmore J, Fisher S: Speech during sustained operations. Speech Commun. 1996, 20:55-70.
11. Kamano A, Washio N, Harada S, Matsuo N: A study of psychological suppression detection based on non-verbal information. IEICE, Tokyo; 2010:107-110. [IEICE Technical Report IEICE-SP2010-64] in Japanese
12. Kaiser JF: On Teager's energy algorithm and its generalization to continuous signals. In Proceedings of the 4th IEEE Digital Signal Processing Workshop. New Paltz; 1990.
13. Zhou G, Hansen JHL, Kaiser JF: Nonlinear feature based classification of speech under stress. IEEE Trans. Speech Audio Process. 2001, 3:201-206.
14. Fant G: Acoustic Theory of Speech Production. Mouton, The Hague; 1960.
15. Dunn HK: Methods of measuring vowel formant bandwidths. J. Acoust. Soc. Am. 1961,33(12):1737-1746.
16. Wong DY, Markel JD, Gray AH: Glottal inverse filtering from the acoustic speech waveform. IEEE Trans. Acoust. Speech Signal Process 1979,27(4):350-355.
17. Kaiser JF: Some observations on vocal tract operation from a fluid flow point of view. In Vocal Fold Physiology: Biomechanics, Acoustics, and Phonatory Control. Edited by: Titze IR, Scherer RC. Denver Center for the Performing Arts, Denver; 1983:358-386.
18. Ishizaka K, Flanagan JL: Synthesis of voiced sounds from a two-mass model of the vocal cords. Bell. Syst. Tech. J. 1972, 51:1233-1268.
19. Kincaid D, Cheney W: Numerical Analysis: Mathematics of Scientific Computing. 3rd edition. Brook/Cole, Pacific Grove; 2002:722-723.
20. Lucero C: Chest- and falsetto-like oscillations in a two-mass model of vocal folds. J. Acoust. Soc. Am. 1996, 100:3355-3399.
21. Titze IR: Acoustic interpretation of resonant voice. J. Voice 2001, 15:519-528.
22. Flanagan JL: Speech Analysis, Synthesis, and Perception. Springer-Verlag, New York; 1972.
23. de Cheveigne A, Kawahara H: YIN, a fundamental frequency estimator for speech and music. J. Acoust. Soc. Am. 2002,111(4):1917-1930.
24. Titze IR, Story BH: Acoustic interactions of the voice source with the lower vocal tract. J. Acoust. Soc. Am. 1997, 101:2234-2243.