Quality assessment of speech enhanced using particle filters

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

Volumn 3, Issue , 2007, Pages

  Mustière, Frédéric ^a   Bouchard, Martin ^a   Bolić, Miodrag ^a  

^a UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Objective measures; Particle filters; Speech enhancement; Speech quality

Indexed keywords

ACOUSTIC NOISE; ALGORITHMS; QUALITY ASSURANCE; SPEECH ANALYSIS;

AUDIO QUALITY; OBJECTIVE MEASURES; PARTICLE FILTERS; SPEECH SIGNALS;

SPEECH ENHANCEMENT;

EID: 34547529091     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2007.367057     Document Type: Conference Paper

References (20)

1. B. Ristic, S. Arulampalam, and N. Gordon, Beyond the Kalman filter: particle filters for tracking applications, Artech House, London, February 2004.
2. J. Vermaak, C. Andrieu, A. Doucet, and S.J. Godsill, "Particle methods for bayesian modeling and enhancement of speech signals," IEEE Transactions on Speech and Audio Processing, vol. 10, no. 3, pp. 173-85, March 2002.
3. W. Fong, S.J. Godsill, A. Doucet, and M. West, "Monte carlo smoothing with application to audio signal enhancement," IEEE Transactions on Signal Processing, vol. 50, no. 2, pp. 438-49, February 2002.
4. S. J. Godsill, A. Doucet, and M. West, "Monte carlo smoothing for nonlinear time series," Journal of the American Statistical Association, vol. 99, no. 465, pp. 156-168, March 2004.
5. S. Gannot, D. Burshtein, and E. Weinstein, "Iterative and sequential kalman filter-based speech enhancement algorithms," IEEE Transactions on Speech and Audio Processing, vol. 6, no. 4, pp. 373-385, July 1998.
6. S.R. Quackenbush, T.P. Barnwell III, and M.A. Clements, Objective Measures of Speech Quality, Prentice Hall, Englewood Cliffs, NJ, USA, 1988.
7. K. Hasan and L. Akter, "Quality improvement of enhanced speech in DCT domain using modified a priori SNR," in Proceedings of the 3rd IEEE International Symposium on Signal Processing and Information Technology, Darmstadt, Germany, 2004, pp. 733-6.
8. N. Kitawaki, K. Itoh, M. Honda, and K. Kakehi, "Comparison of objective speech quality measures for voiceband codes," in Proceedings of ICASSP 82. IEEE International Conference on Acoustics, Speech and Signal Processing, Paris, France, 1982, pp. 1000-3.
9. Y. Hu and P. C. Loizou, "Evaluation of objective measures for speech enhancement," in International Conference on Spoken Language Processing, INTERSPEECH - Proceedings, Pittsburg, PA, USA, September 2006.
10. A. W. Rix, M. P. Hollier, A. P. Hekstra, and J. G. Beerends, "Perceptual evaluation of speech quality (PESQ): The new ITU standard for end-to-end speech quality assessment. part i - time-delay compensation," AES: Journal of the Audio Engineering Society, vol. 50, no. 10, pp. 755-764, October 2002.
11. J. G. Beerende, A. P. Hekstra, A. W. Rix, and M. P. Hollier, "Perceptual evaluation of speech quality (PESQ): The new ITU standard for end-to-end speech quality assessment, part II - psychoacoustic model," AES: Journal of the Audio Engineering Society, vol. 50, no. 10, pp. 765-778, October 2002.
12. J.H.L. Hansen and B.L. Pellom, "An effective quality evaluation protocol for speech enhancement algorithms," in ICSLP, International Conference on Spoken Language Processing, Sydney, Australia, December 1998, vol. 7, pp. 2819-2822.
13. H. Gustafsson, S.E. Nordholm, and I. Claesson, "Spectral subtraction using reduced delay convolution and adaptive averaging," IEEE Transactions on Speech and Audio Processing, vol. 9, no. 8, pp. 799-807, November 2001.
14. I.A. McCowan, D.C. Moore, and S. Sridharan, "Near-field adaptive beamformer for robust speech recognition," Digital Signal Processing, vol. 12, no. 1, pp. 87-106, January 2002.
15. M. Marzinzik, Noise Reduction Schemes for Digital Hearing Aids and their Use for the Hearing Impaired, Ph.D. thesis, Carl von Ossietzky University Oldenburg, 2000.
16. A. Doucet, S. Godsill, and C. Andrieu, "On sequential monte carlo sampling methods for bayesian filtering," Statistics and Computing, vol. 10, no. 3, pp. 197-208, July 2000.
17. T. Quatieri, Discrete-time speech signal processing: principle and practice, Prentice Hall PTR, Upper Saddle River, NJ, USA, 2001.
18. Y. Ephraim and D. Malah, "Speech enhancement using a minimum mean-square error log-spectral amplitude estimator," IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 33, no. 2, pp. 443-5, April 1985.
19. P. Scalart and J.V. Filho, "Speech enhancement based on a priori signal to noise estimation," in 1996 IEEE International Conference on Acoustics, Speech, and Signal Processing Conference Proceedings, Atlanta, GA, USA, 1996, pp. 629-32.
20. E. A. Wan and A. T. Nelson, "Removal of noise from speech using the dual EKF algorithm," in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Seattler, WA, USA, May 1998, vol. 1, pp. 381-384.