A data mining approach to objective speech quality measurement

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

Volumn 1, Issue , 2004, Pages

  Zha, Wei ^a   Chan, Wai Yip ^a  

^a QUEEN S UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA MINING; EMBEDDED SYSTEMS; ESTIMATION; SPEECH ANALYSIS; STATISTICAL METHODS;

ESTIMATOR OPTIMIZATION; MULTIVARIATE ADAPTIVE REGRESSION SPLINES (MARS); SPEECH QUALITY; SPEECH QUALITY MEASUREMENT;

SPEECH RECOGNITION;

EID: 4544291733     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. S. Wang, A. Sekey, and A. Gersho, "An Objective Measure for Predicting Subjective Quality of Speech Coders," IEEE J. Select. Areas Commun., vol. 10, pp. 819-829, Jun. 1992.
2. S. Voran, "Objective Estimation of Perceived Speech Quality - Part I: Development of the Measuring Normalizing Block Technique," IEEE Trans. Speech and Audio Processing, vol. 7, pp. 371-382, Jul. 1999.
3. ITU-T Rec. P.861, "Objective Quality Measurement of Telephone-band (300-3400 Hz) Speech Codecs," International Telecommunication Union, Geneva, Switzerland, Aug. 1996.
4. ITU-T Rec. P.862, "Perceptual Evaluation of Speech Quality (PESQ): An Objective Method for End-to-End Speech Quality Assessment of Narrow-Band Telephone Networks and Speech Codecs," International Telecommunication Union, Geneva, Switzerland, Feb. 2001.
5. M.P. Hollier, M.O. Hawksford and D.R. Guard, "Error Activity and Error Entropy as A Measure of Psychoacoustic Significance in the Perceptual Domain," IEE Proc.- Vis. Image Signal Process., vol. 141, pp. 203-208, Jun. 1994.
6. J.H. Friedman, "Multivariate Adaptive Regression Splines," The Annals of Statistics, vol. 19, no. 1, pp. 1-141, March 1991.
7. P. Sephton, "Forecasting Recession: Can We Do Better on MARS?" Federal Reserve Bank of St. Louis Review, vol. 83(2), pp.39-49, Mar./Apr. 2001.
8. T. Ekman, and G. Kubin, "Nonlinear prediction of mobile radio channels: measurements and MARS model designs," ICASSP'99, pp.2667-2670.
9. E. Zwicker and H. Fastl, "Psychoacoustics - Facts and Models," Springer-Verlag, second edition, 1990.
10. S. Voran, "A Simplified Version of the ITU Algorithm for Objective Measurement of Speech Code Quality", ICASSP'98, pp.537-540.
11. A.E. Conway, "A Passive Method for Monitoring Voice-over-IP call Quality with ITU-T Objective Speech Quality Measurement Methods," Proc. Intl. Conf. Commun. 2002, vol. 4, pp. 2583-2586, Apr.-May 2002.
12. A.W. Rix, "A New PESQ Scale to Assist Comparison Between P.862 PESQ Score and Subjective MOS," ITU-T SG12 COM12-D86, May 2002.