Extracting physiologically relevant parameters of vocal folds from high-speed video image series

IEEE Transactions on Biomedical Engineering

Volumn 54, Issue 5, 2007, Pages 794-801

  Tao, Chao ^a   Zhang, Yu ^a   Jiang, Jack J ^a  

^a UNIVERSITY OF WISCONSIN SCHOOL OF MEDICINE AND PUBLIC HEALTH   (United States)

Author keywords

Genetic algorithm; Glottal area; High speed video; Parameter estimation; Two mass model; Vocal fold

Indexed keywords

GENETIC ALGORITHMS; MATHEMATICAL MODELS; NUMERICAL METHODS; PARAMETER ESTIMATION; TISSUE; VIDEO SIGNAL PROCESSING;

GLOTTAL AREA; HIGH-SPEED VIDEO; HIGH-SPEED VIDEO (HSV); TWO-MASS MODELS; VOCAL FOLDS;

BIOMEDICAL ENGINEERING;

ARTICLE; ASSAY; CAMERA; DATA EXTRACTION; DYNAMICS; GENETIC ALGORITHM; GLOTTIS; MASS; MATHEMATICAL MODEL; PHYSIOLOGY; THEORETICAL MODEL; VALIDATION PROCESS; VALIDITY; VIBRATION; VOCAL CORD;

ALGORITHMS; GLOTTIS; IMAGE INTERPRETATION, COMPUTER-ASSISTED; LARYNX; MODELS, BIOLOGICAL; REPRODUCIBILITY OF RESULTS; VIBRATION; VIDEO RECORDING; VOCAL CORDS;

EID: 34247337265     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2006.889182     Document Type: Article

References (29)

1. K. Ishizaka and J. L. Flanagan, "Synthesis of voiced sounds from a two-mass model of the vocal cords," Bell Syst. Tech. J., vol. 51, pp. 1233-1268, 1972.
2. B. H. Story and I. R. Titze, "Voice simulation with a body-cover model of the vocal folds," J. Acoust. Soc. Am., vol. 97, pp. 1249-1260, 1995.
3. I. Steinecke and H. Herzel, "Bifurcations in an asymmetric vocal fold model," J. Acoust. Soc. Am., vol. 97, pp. 1874-1884, 1995.
4. J. J. Jiang, Y. Zhang, and J. Stern, "Modeling of chaotic vibrations in symmetric vocal folds," J. Acoust. Soc. Am., vol. 110, pp. 2120-2128, 2001.
5. J. J. Jiang and Y. Zhang, "Chaotic vibration induced by turbulent noise in a two-mass model of vocal folds," J. Acoust. Soc. Am., vol. 112, pp. 2127-2133, 2002.
6. Y. Zhang and J. J. Jiang, "Chaotic vibrations of a vocal fold model with a unilateral polyp," J. Acoust. Soc. Am., vol. 115, pp. 1266-1269, 2004.
7. M. P. de Vries, H. K. Schutte, and G. J. Verkerke, "Determination of parameters for lumped parameter models of the vocal folds using a finite-element method approach," J. Acoust. Soc. Am., vol. 106, pp. 3620-3628, 1999.
8. M. Döllinger, D. A. Berry, and G. S. Berke, "Medial surface dynamics of an in vivo canine vocal fold during phonation," J. Acoust. Soc. Am., vol. 117, pp. 3174-3183, 2005.
9. R. J. Baken and R. F. Orlikoff, Clinical Measurement of Speech and Voice. San Diego, CA: Singular Publishing Group, 2000.
10. I. R. Titze and R. C. Scherer, Vocal Fold Physiology: Biomechanics, Acoustics and Phonatory Control. Denver, CO: The Denver Center for the Performing Arts, Inc., 1985.
11. E. Lin, J. Jiang, S. Hone, and D. G. Hanson, "Photoglottographic measures in Pakinson's disease," J. Voice, vol. 13, pp. 25-35, 1999.
12. M. Döllinger, U. Hoppe, F. Hettlich, J. Lohscheller, S. Schuberth, and U. Eysholdt, "Vibration parameter extraction from endoscopic image series of the vocal folds," IEEE Trans. Biomed. Eng., vol. 49, no. 8, pp. 773-781, Aug. 2002.
13. C. Tao and G. H. Du, "Determinate relation between two generally synchronized spatiotemporal chaotic systems," Phys. Lett. A, vol. 311, pp. 158-164, 2003.
14. C. Tao, Y. Zhang, G. H. Du, and J. J. Jiang, "Fitting model equations to time series using chaos synchronization," Phys. Lett. A, vol. 332, pp. 197-206, 2004.
15. -, "Estimating model parameters by chaos synchronization," Phys. Rev. E, vol. 69, p. 036204, 2004.
16. Y. Zhang, C. Tao, and J. J. Jiang, "Parameter estimation of an asymmetric vocal-fold system from glottal area time series using chaos synchronization," Chaos, vol. 16, p. 023118, 2006.
17. I. Tokuda and H. Herzel, "Detecting synchronizations in an asymmetric vocal fold model from time series data," Chaos, vol. 15, p. 013702, 2005.
18. P. Mergell, H. Herzel, and I. R. Titze, "Irregular vocal-fold vibration - High-speed observation and modeling," J. Acoust. Soc. Am, vol. 108, pp. 2996-3002, 2000.
19. D. G. Childers, Speech Processing and Synthesis Toolbox. New York: Wiley, 1999.
20. D. E. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. New York: Addison-Wesley, 1989.
21. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs. New York: Springer, 1992.
22. C. López, A. Álvarez, and E. Hernández- García, "Forecasting confined spatiotemporal chaos with genetic algorithms," Phys. Rev. Lett., vol. 85, pp. 2300-2303, 2000.
23. C. Y. Soong, W. T. Huang, F. P. Lin, and P. Y. Tzeng, "Controlling chaos with weak periodic signals optimized by a genetic algorithm," Phys. Rev. E, vol. 70, p. 016211, 2004.
24. J. J. Jiang, Y. Zhang, and C. N. Ford, "Nonlinear dynamics of phonations in excised larynx experiments," J. Acoust. Soc. Am., vol. 114, pp. 2198-2205, 2003.
25. Y. Zhang and J. J. Jiang, "Spatiotemporal chaos in excised larynx vibrations," Phys. Rev. E, vol. 72, p. 035201R, 2005.
26. J. J. Jiang, C. E. Diaz, and D. G. Hanson, "Finite element modeling of vocal fold vibration in normal phonation and hyperfunctional dysphonia: Implications for the pathogenesis of vocal fold nodules," Ann. Otol. Rhinol. Laryngol., vol. 107, pp. 603-610, 1998.
27. S. M. Zeitels, "Phonosurgery - Past, present, and future," Operative Tech. Otolaryngol. Head Neck Surg., vol. 9, p. 179, 1998.
28. N. Isshiki, "Mechanical and dynamic aspects of voice production as related to voice therapy and phonosurgery," J. Voice, vol. 12, pp. 125-137, 1998.
29. I. R. Titze and W. J. Strong, "Normal modes in vocal cord tissues," J. Acoust. Soc. Am., vol. 57, pp. 736-744, 1975.