A joint acoustic and phonological approach to speech intelligibility assessment

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

Volumn , Issue , 2010, Pages 4742-4745

  Nemala, Sridhar Krishna ^a   Elhilali, Mounya ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

Hybrid GMM SVM; Psychoacoustic; Spectro temporal; Speech intelligibility; Statistical model

Indexed keywords

SPEECH INTELLIGIBILITY;

ACOUSTIC ANALYSIS; CLEAN SPEECH; CURRENT MODELING; HYBRID GMM-SVM; INTELLIGIBILITY ASSESSMENT; LINGUISTIC INFORMATION; NATURAL VARIABILITY; SPECTRO-TEMPORAL; SPEECH SOUNDS; STATISTIC MODELING;

PSYCHOACOUSTIC;

EID: 78049374726     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5495170     Document Type: Conference Paper

References (8)

1. N. R. French and J. C. Steinberg, "Factors governing the intelligibility of speech sounds," J Acoust Soc Am, vol. 17, no. 1, pp. 103, 1945.
2. ANSI-S3.5-1969-R1978, "Methods for the calculation of the articulation index," 1969.
3. H. J. Steeneken and T. Houtgast, "A physical method for measuring speech-transmission quality," J Acoust Soc Am, vol. 67, no. 1, pp. 318-26, 1980.
4. ANSI-S3.5-1997-R2007, "Methods for calculation of the speech intelligibility index," 1997.
5. M. Elhilali, T. Chi, and S. A. Shamma, "A spectro-temporal modulation index (stmi) for assessment of speech intelligibility," Speech Comm, vol. 41, pp. 331-348, 2003.
6. P. Ru T. Chi and S. A. Shamma, "Multiresolution spectrotemporal analysis of complex sounds," J. Acoust. Soc. Amer., vol. 118, pp. 887-906, 2005.
7. B. De Moor L. De Lathauwer and J. Vandewalle, "A multilinear singular value decomposition," SIAM J. Matrix Anal. Applicat., vol. 21, pp. 1253-1278, 2000.
8. S.C. Chen and D.H. Li, "Modified linear discriminant analysis," Pattern Recog, vol. 38, pp. 441-443, 2005.