Sentence recognition from articulatory movements for silent speech interfaces

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

Volumn , Issue , 2012, Pages 4985-4988

  Wang, Jun ^a,b,c   Samal, Ashok ^a   Green, Jordan R ^b,c   Rudzicz, Frank ^d  

^a UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^b UNIVERSITY OF NEBRASKA LINCOLN   (United States)

^c UNIVERSITY OF NEBRASKA MEDICAL CENTER   (United States)

^d UNIVERSITY OF TORONTO   (Canada)

Author keywords

laryngectomy; Sentence recognition; silent speech interface; support vector machine

Indexed keywords

CLINICAL APPLICATION; DATA SETS; LARYNGECTOMY; LIP MOVEMENTS; SENTENCE RECOGNITION; SPEECH INTERFACE; TEXT-TO-SPEECH SYNTHESIZERS;

ALGORITHMS; SIGNAL PROCESSING; SUPPORT VECTOR MACHINES;

SPEECH RECOGNITION;

EID: 84867591892     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2012.6289039     Document Type: Conference Paper

References (15)

1. B. J. Bailey, J. T. Johnson, and S. D. Newlands, Head and neck surgery - otolaryngology, Lippincot, Williams & Silkins, Philadelphia, PA, 4th Edition, pp. 1779-1780, 2006.
2. J. Wang, J. R. Green, A., Samal, and T. Carrell, "Continuous vowel recognition from articulatory movements," IEEE Intl. Conf. on Signal Processing & Communication Systems, 2010.
3. M. J. Fagan, S. R. Ell, J. M. Gilbert, E. Sarrazin, and P. M. Chapman, "Development of a (silent) speech recognition system for patients following laryngectomy," Medical Engineering & Physics, vol. 30, no. 4, pp. 419-425, 2008.
4. B. Denby, T. Schultz, K. Honda, T. Hueber, J. M. Gilbert, J. S. Brumberg, "Silent speech interfaces," Speech Communication vol. 52, pp. 270-287, 2010.
5. J. M. Gilbert, S. I. Rybchenko, R. Hofe, S. R. Ell, M. J. Fagan, R. K. Moore, and P. Green, "Isolated word recognition of silent speech using magnetic implants and sensors," Medical Engineering & Physics, vol. 32, no. 10, pp. 1189-1197, 2011.
6. K. Livescu, O. Cetin, M. Hasegawa-Johnson, S. King, C. Bartels, N. Borges, A. Kantor, P. Lal, L. Yung, A. Bezman, S. Dawson-Haggerty, B. Woods, J. Frankel, M. Magimai-Doss, and K. Saenko, "Articulatory feature-based methods for acoustic and audio-visual speech recognition: Summary from the 2006 JHU Summer Workshop," Proc. ICASSP, 2007.
7. S. King, J. Frankel, K. Livescu, E. McDermott, K. Richmond, and M. Wester, "Speech production knowledge in automatic speech recognition," Journal of the Acoustical Society of America, vol. 121, no. 2, pp. 723-742, 2007.
8. F. Rudzicz, "Articulatory knowledge in the recognition of dysarthric speech," IEEE Transactions on Audio, Speech, and Language Processing, vol. 19, no. 4, pp. 947-960, 2011.
9. E. Uraga, and T. Hain. "Automatic speech recognition experiments with articulatory data," Proc. Interspeech, 2006.
10. C. Cortes and V. Vapnik. "Support-vector networks," Machine Learning, vol. 20, pp. 273-297, 1995.
11. C.-C. Chang and C.-J. Lin. "LIBSVM: a library for support vector machines," ACM Transactions on Intelligent Systems and Technology, vol. 2(3), no. 27, pp.1-27, 2011.
12. D. R. Beukelman, K. M., Yorkston, M. Poblete, and C. Naranjo, "Analysis of communication samples produced by adult communication aid users," Journal of Speech and Hearing Disorders, vol. 49, pp. 360-367, 1984.
13. Y. Yunusova, J. R. Green, and A. Mefferd, "Accuracy assessment for AG500 electromagnetic articulograph," Journal of Speech, Language, and Hearing Research, vol. 52, no. 2, pp. 547-555, 2009.
14. S. Salvador and P. Chan, "FastDTW: Toward accurate dynamic time warping in linear time and space," 3rd Workshop on Mining Temporal and Sequential Data, ACM KDD, 2004.
15. P. Heracleous, and N. Hagita, "Automatic recognition of speech without any audio information," Proc. ICASSP, pp. 2392-2395, 2011.