Pathological voice Discrimination using cepstral analysis, vector quantization and hidden markov models

8th IEEE International Conference on BioInformatics and BioEngineering, BIBE 2008

Volumn , Issue , 2008, Pages

  Costa, Silvana C ^a   Aguiar Neto, Benedito G ^a   Fechine, Joseana M ^a  

^a FEDERAL UNIVERSITY OF CAMPINA GRANDE   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

CEPSTRAL ANALYSIS; COMPLEMENTARY TOOLS; DIGITAL SIGNALS; DISTORTION MEASUREMENT; MARKOV MODEL; NON-INVASIVE; PATHOLOGICAL VOICE; VECTOR QUANTIZER; VOCAL FOLDS;

BIOINFORMATICS; OBJECT RECOGNITION; PATHOLOGY; SIGNAL PROCESSING; VECTOR QUANTIZATION; WAVELET TRANSFORMS;

HIDDEN MARKOV MODELS;

EID: 67549123710     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BIBE.2008.4696783     Document Type: Conference Paper

References (19)

1. S. B. Davis, "Acoustic Characteristics of Normal and Pathological Voices", Speech and Language: Advances in Basic Research and Practice, Vol. 1, pp. 271-335, 1979.
2. F. Quek, M. Harper, Y. Haciahmetoglou, L.Chen, and L. O. Raming, "Speech pauses and gestural holds in Parkinson's disease", Proc. of International Conference on Spoken Language Processing, pp. 2485-2488, 2002.
3. J. I. Godino-Llorente, P. Gomes-Vilda and M. Blanco-Velasco, "Dimensionality Reduction of a Pathological Voice Quality Assessment System Based on Gaussian Mixture Models and Short- Term Cepstral Parameters", IEEE Trans. on Biom. Engineering, Vol. 53, No. 10, pp. 1943-1953, October, 2006.
4. Shama, A. Krishna, and N. U. Cholayya, "Study of Harmonics- to-Noise Ratio and Critical-Band Energy Spectrum of Speech as Acoustic Indicators of Laryngeal and Voice Pathology", EURASIP Journal on Advances in Signal Processing, Vol. 2007, 2007.
5. P. J. Murphy and Olatunji O. Akande, "Noise Estimation in Voice Signals Using Short-term Cepstral", J. of the Acoust. Society of America, pp. 1679-1690, Vol. 121, No. 3, March, 2007.
6. A. A. Dibazar, T.W. Berger, and S. S. Narayanan, "Pathological Voice Assessment". Proc. of the 28th IEEE EMBS Annual International Conference, NY, USA, Aug., 2006.
7. K. Umapathy, S. Krishnan, V. Parsa, and D. G. Jamieson, "Discrimination of Pathological Voices Using a Time-Frequency Approach". IEEE Trans. on Biomedical Engineering, Vol. 52, No. 3, March, 2005.
8. M. Bahoura and C. Pelletier, "Respiratory Sounds Classification using Analysis and Gaussian Mixture Models", Proceedings of the 26th Annual Conference of the IEEE EMBS, September, 2004.
9. T. Yoh'ichi, "A Weighted Cepstral Distance Measure for Speech Recognition". IEEE Transactions on Acoustics, Speech and Signal Processing, Vol. 35, No. 10, pp.1414-1422, October, 1987.
10. J. R. Mammone, X., Zhang, and R. P. Ramachandran, "Robust Speaker Recognition - A Feature-Based Approach", IEEE Signal Processing Magazine, Vol. 13, No. 5, pages 58-71, September, 1996.
11. S. Furui, "Cepstral Analysis Technique for Automatic Speaker Verification", IEEE Trans. on ASSP, Vol. 29, No. 2, pp 254-272, April, 1981.
12. J. M. Fechine, "Reconhecimento Automático de Identidade Vocal Utilizando Modelagem Hibrida: Paramétrica e Estatistica", Doctor's Thesis, Electrical Engineering, Federal University of Paraiba, Brazil, 2000.
13. Douglas O'Shaughnessy, Speech Communications: Human and Machine, 2nd Edition, NY, IEEE Press, 2000.
14. Kay Elemetrics, Kay Elemetrics Corp. Disordered Voice Database, Model 4337, 03 Ed, 1994.
15. J. Makhoul, S. Roucos, and H. Gish, "Vector Quantization in Speech Coding", Proceedings of the IEEE, Vol. 73, No. 11, November, pp. 1551-1588, 1985.
16. Y. Linde, A. Buzo, and R. M. Gray, "An Algorithm for Vector Quantizer Design", IEEE Transaction on Communications, Vol. COM-28, No. 1, pp 84-95, January, 1980.
17. A. Martin, G. Doddington, T. Kamm, M. Ordowski and M. Przybocky. "The DET Curve in Assessment of Detection Task Performance". Proceedings of Eurospeech, Vol. 4, pages 18951898, 1997.
18. L. R. Rabiner, "A Tutorial on Hidden Markov Models, and Selected Applications in Speech Recognition". Proceedings of the IEEE, Vol. 77, No. 2, pp. 257--286, Feb. 1989.
19. B. M. J. Neves, J. G. Neto, P. Pontes, "Histopathological and Immunohistochemical Differentiation of Epithelial Alterations in Vocal Nodule Comparing to Polyps and to Laryngeal Edema", Rev. Bras. Otorrinolaringologia, Vol.70, n.4, 439-48, jul./ago. 2004.