On the mutual information between source and filter contributions for voice pathology detection

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Volumn , Issue , 2009, Pages 1463-1466

  Drugman, Thomas ^a   Dubuisson, Thomas ^a   Dutoit, Thierry ^a  

^a UNIVERSITY OF MONS   (Belgium)

Author keywords

Glottal source; Mutual information; Voice pathology

Indexed keywords

AUTOMATIC DETECTION; GLOTTAL SOURCE; MUTUAL INFORMATIONS; SPEECH SIGNALS; VOICE PATHOLOGY; VOICE PATHOLOGY DETECTION;

PATHOLOGY; SIGNAL DETECTION;

SPEECH COMMUNICATION;

EID: 70450180868     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. Hirano, M., "Psycho-acoustic evaluation of voice: GRBAS scale for evaluating the hoarse voice", Springer-Verlag, Ed., 1981.
2. Gomez-Vilda, P., Fernandez, R., Rodellar, V., Nieto, V., Alvarez, A., Mazaira, L.M., Martinez, R. and Godino, J.I., "Glottal source biometrical signature for voice pathology detection", Speech Comm., In Press, Corrected Proof, 2008.
3. Plumpe, M.D., Quatieri, T.F., and Reynolds, D.A., "Modeling of the glottal flow derivative waveform with application to speaker identification", IEEE Transactions on Speech and Audio Processing, vol. 7, no. 5, pp. 569-586, 1999.
4. Alku, P., "Parametrisation methods of the glottal flow estimated by inverse filtering", Proc. of VOQUAL' 03, pp. 81-87, 2003.
5. Bozkurt, B., Doval, B., D'Alessandro, C., and Dutoit, T., "A method for glottal Formant frequency estimation", Proceedings of ICSLP 2004, 2004.
6. Airas, M., and Alku, P., "Comparison of multiple voice source parameters in different phonation types", Proc. Interspeech 2007, pp. 1410-1413, 2007.
7. Alku, P., "Glottal wave analysis with pitch synchronous iterative adaptive inverse filtering", Speech Comm., vol. 11, no. 2-3, pp. 109-118, 1992.
8. Sjölander, K., and Beskow, J.,"Wavesurfer - an open source speech tool", Proc. of ICSLP 2000, vol. 4, pp. 464-467, 2000.
9. Naylor, P., Kounoudes, A., Gudnason, J., and Brookes, M., "Estimation of glottal closure instants in voiced speech using the DYPSA algorithm", IEEE Trans. Audio Speech Lang. Processing, vol. 15, no. 1, pp. 34-43, 2007.
10. Alonso, J.B., de Leon, J., Alonso, I., and Ferrer, A.M., "Automatic detection of pathologies in the voice by HOS based parameters", EURASIP Journal on Applied Signal Proceesing, 2001:4, pp. 275-284, 2001.
11. Shama, K., Krishna, A., and Cholayya, N., "Study of harmonics-to-noise ratio and critical-band energy spectrum of speech as acoustic indicators of laryngeal and voice pathology', EURASIP Journal on Applied Signal Processing, vol. 2007, pp. 50-50, 2007.
12. Boersma, P., and Weenik, D. "Praat: doing phonetics by computer (Version 5.1.03)", [Computer Program], 2009.
13. Stylianou, Y., "Applying the harmonic plus noise model in concatenative speech synthesis", IEEE Transactions on Speech and Audio Processing, vol. 9, no.1, pp. 21-29, 2001.
14. TKK Aparat main page, http://aparat.sourceforge.net/.
15. Drugman, T., Dubuisson, T., Moinet, A., D'Alessandro, N. and Dutoit, T., "Glottal source estimation robustness", IEEE Int. Conf. on Signal Processing and Multimedia Applications, 2008.
16. Michaelis, D., Fröhlich, M., and Strube, H., "Selection and combination of acoustic features for the description of pathological voices", JASA, vol. 103, pp. 1628-1639, 1998.
17. Huan, L., and Motoda, H., "Feature selection for knowledge discovery and data mining", The Springer International Series in Engineering and Computer Science , vol. 454, 1998.
18. Cover, T., and Thomas, J., "Elements of Information Theory", Wiley Series in Telecommunications, New York, 1991.
19. Kay Elemetrics Corp. "Disordered Voice Database Model (version 1.03)", Massachussetts Eye and Ear Infirmary Voice and Speech Lab, 1994.