Assessment of articulatory sub-systems of dysarthric speech using an isolated-style phoneme recognition system

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

Volumn 2, Issue , 2006, Pages 981-984

  Vijayalakshmi, P ^a   Reddy, M R ^a   O'Shaughnessy, Douglas ^b  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

^b INRS EMT   (Canada)

Author keywords

Dysarthria; Speech disorder; Speech recognition system; Triphone

Indexed keywords

DEEP NEURAL NETWORKS; SPEECH;

CONTINUOUS SPEECH; CORRELATION ERRORS; DYSARTHRIA; ISOLATED WORDS; PHONEME RECOGNITION; SPEECH DISORDERS; SPEECH RECOGNITION SYSTEMS; TRIPHONES;

SPEECH RECOGNITION;

EID: 44949239842     PISSN: None     EISSN: 19909772     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. Carmichael, J., and P. Green, "Revisiting dysarthria assessment intelligibility metrics," in Proceedings of Int. Conf. Spoken Language Processing, Oct. 2004, pp. 485-488.
2. Sy, B. K., and D. M. Horowitz, "A statistical causal model for the assessment of dysarthric speech and the utility of computer based speech recognition," IEEE Trans. on Biomedical Engineering, vol. 40, no. 12, pp. 1282-1298, Dec. 1993.
3. Pidal, X. M., J. B. Polikoff, and H. T. Bunnell, "An HMM-based phoneme recognizer applied to assessment of dysarthric speech," in Eurospeech, 1997, pp. 1831-1834.
4. Gu, L., J. G. Harris, R. Shrivastav, C. Sapienza, "Disordered speech evaluation using objective quality measures," in Proceedings of IEEE Int. Conf. Acoust., Speech, and Signal Processing, 2005, vol. 1, pp. 321-324.
5. Pidal, X. M., J. B. Polikoff, S. M. Peters, J. E. Leonzio, and H. T. Bunnell, "The Nemours database of dysarthric speech," in Proceedings of Int. Conf. Spoken Language Processing, 1996, pp. 1962-1965.
6. Vijayalakshmi, P., and Douglas O'Shaughnessy, "Assessment of dysarthric speech using a CDHMM-based phone recognition system," in IFMBE Proceedings ICBME, Singapore, Dec. 2005, vol. 12.