A Modern Approach to Dysarthria Classification

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn 3, Issue , 2003, Pages 2257-2260

  Guerra, Eduardo Castillo ^a   Lovey, Denis F ^b  

^a CENTRAL UNIVERSITY OF LAS VILLAS   (Cuba)

^b UNIVERSITY OF NEW BRUNSWICK   (Canada)

Author keywords

Dysarthria; Self organizing maps; Speech processing

Indexed keywords

ALGORITHMS; AMPLITUDE MODULATION; CLASSIFICATION (OF INFORMATION); DATA REDUCTION; DECISION MAKING; FEATURE EXTRACTION; NEUROLOGY; PATHOLOGY; PERTURBATION TECHNIQUES; SELF ORGANIZING MAPS; SPEECH; SPEECH PROCESSING; TOPOLOGY;

DYSARTHRIA; LINEAL DISCRIMINANT ANALYSIS (LDA);

DISEASES;

EID: 1542330980     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. F.L. Darley, A.E. Aronson & J.R. Brown, "Differential diagnostic patterns of dysarthria", J. Speech Hear. Res., vol. 12, pp. 246-249, 1969a.
2. F.L. Darley, A.E. Aronson & J.R. Brown, "Clusters of deviants speech dimensions in the dysarthrias", J. Speech Hear. Res., vol. 12, pp. 462-496, 1968b.
3. B.E. Murdoch & H.J. Chenery, "Dysarthria, a physiological approach to assessment and treatment", Singular Publishing Group, Inc., 1997.
4. R. J. Baken, "Clinical measures of speech and voice". Singular Publishing Group, Inc, 1996.
5. Kent, R.D., Weismer, G., Kent, J.F., & Duffy J.R., "Acoustic studies of dysarthric speech: methods, progress, and potential", J. Com. Dis, vol. 32, pp. 141-186, 1999.
6. E. Castillo Guerra, "A modern approach to dysarthria classification". Ph.D. Thesis at UNB, Canada, 2002.
7. A.E. Aronson, "Dysarthrias: differential diagnosis" (audio tape), Rochester, MN: Mentor Seminars, 1993.
8. D.H. Klatt & L.C. Klatt, "Analysis, synthesis and perception of voice quality variations among female and male talkers", J. Acou. Soc. Am., 87, No. 2, Feb, 1990.
9. T. Kohonen, "Self-organizing formation of topologically correct features", Biol. Cybern., vol. 43, pp.59-69, 1982.