Vocal tract area based formant tracking using particle filter

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

Volumn , Issue , 2008, Pages 3405-3408

  Kalgaonkar, Kaustubh ^a   Clements, Mark ^a  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Bayesian estimation; Formant tracking; Particle filtering

Indexed keywords

BAYESIAN ESTIMATION; FORMANT TRACKING; INTERNATIONAL CONFERENCES; PARTICLE FILTERING;

ACOUSTICS; AIR FILTERS; SIGNAL FILTERING AND PREDICTION; SIGNAL PROCESSING; SPEECH; WAVE FILTERS;

NONLINEAR FILTERING;

EID: 51449118484     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2008.4518382     Document Type: Conference Paper

References (16)

1. L. Deng, X. Cui, R. Pruvenok, J. Huang, S. Momen, Y. Chen, and A. Alwan, "A database of vocal tract resonance trajectories for research in speech processing," in ICASSP, 2003, pp. 60-3.
2. K. Kalgaonkar and M. A. Clements, "Vocal tract and area function estimation with both lip and glottal losses," in Interspeech, Antwerp Belgium, 2007, p. 550 553.
3. A. Crowe and M. A. Jack, "Globally optimising formant tracker using generalized centroids," Electronics Letters, vol. 23, pp. 1019-1020, 1987.
4. G. E. Kopec, "Formant tracking using hidden markov models and vector quantization," Trans. Acoust., Speech, Signal Proc., vol. 34, pp. 709-729, 1986.
5. R. C. Snell and F. Milinazzo, "Formant location from lpc analysis data," Trans. Speech Audio Proc., vol. 1, pp. 129-134, 1993.
6. G. Rigoll, "A new algorithm for estimation of formant trajectories directly from the speech signal based on an extended kalman filter," in ICASSP, 1988.
7. Y. Zheng and M. Hasegawa-Johnson, "Formant tracking by mixture of state particles," in ICASSP, 2004, pp. 565-568.
8. L. Welling and H. Ney, "Formant estimation for speech recognition," IEEE Trans. Acoust., Speech, Signal Processing, vol. 6, pp. 36-48, 1998.
9. L. Deng, A. Acero, and I. Bazzi, "Tracking vocal tract resonances using quantized nonlinear function embedded in a temporal constraint," Trans. Acoust., Speech, Signal Proc., vol. 14, 2006.
10. Y. Shi and E. Chang, "Sectrogram based formant tracking via particle filters," in ICASSP, 2003, pp. 168-171.
11. D.B. Paul and J.M. Baker, "The design for the wall street journal-based csr corpus," in ICSLP, 1992.
12. J. S. Garofolo, L. F. Lamel, W. M. Fisher, J. G. Fiscus, D. S. Pallett, N. L. Dahlgren, and V. Zue, "Timit acoustic-phonetic continuous speech corpus," in Linguistic Data Consortium, Philadelphia.
13. A. Papoulis and S. U. Pillai, Probability, random variables and stochastic processes, McGraw-Hill, 2002.
14. M. Isard and A. Blake, "Condensation - conditional density propagation for visual tracking," Int. J. of Computer Vision, vol. 29, no. 1, pp. 5-28, 1998.
15. J. S. Lui and R. Chen, "Sequential monte carlo methods for dynamic systems," J. American Stat. Assoc, vol. 93, 1998.
16. T. Minka, "Estimating a dirichlet distribution," in www.stat.cmu.edu/∼minka/papers/dirichlet, 2003.