Particle filtering approach to Bayesian formant tracking

IEEE Workshop on Statistical Signal Processing Proceedings

Volumn 2003-January, Issue , 2003, Pages 601-604

  Zheng, Yanli ^a   Hasegawa Johnson, M ^a  

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

Acoustic measurements; Bayesian methods; Filtering; Frequency estimation; Frequency synthesizers; Particle tracking; Poles and zeros; Signal processing algorithms; Speech; Stochastic processes

Indexed keywords

ALGORITHMS; BAYESIAN NETWORKS; FILTRATION; FREQUENCY ESTIMATION; FREQUENCY SYNTHESIZERS; LINEAR CONTROL SYSTEMS; MONTE CARLO METHODS; NATURAL FREQUENCIES; POLES AND ZEROS; PROBABILITY DISTRIBUTIONS; RANDOM PROCESSES; SIGNAL FILTERING AND PREDICTION; SPEECH; STOCHASTIC SYSTEMS;

ACOUSTIC MEASUREMENTS; BAYESIAN METHODS; EIGEN FREQUENCIES; LINEAR DYNAMIC SYSTEM; MAXIMUM A POSTERIORI PROBABILITIES; PARTICLE FILTERING; PARTICLE TRACKING; SIGNAL PROCESSING ALGORITHMS;

SIGNAL PROCESSING;

EID: 51849093650     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SSP.2003.1289549     Document Type: Conference Paper

References (17)

1. Pierre C. Delattre, Alvin M. Liberman, and Franklin S. Cooper. Acoustic loci and transitional cues for consonants. J. Acoust. Soc. Am, 27(4):769-773, July 1955.
2. Li Deng and Jeff Ma. Spontaneous speech recognition using a statistical coarticulatory model for the vocal-tract-resonance dynamics. J. Acoust. Soc. Am, 108(6):3036-3048, 2000.
3. Gunnar Fant. Acoustic Theory of Speech Production. Mouton and Co., The Hague, 1960.
4. N.J. Gordon, D.J. Salmond, and A.F.M. Smith. Novel approach to nonlinear/non-gaussian bayesian state estimation. IEE Proceedings-F, 140(2):107-113, 1993.
5. Mark Hasegawa-Johnson. Formant and Burst Spectral Measurements with Quantitative Error Models for Speech Sound Classification. PhD thesis, MIT, Cambridge, MA, August 1996.
6. Mark Hasegawa-Johnson. Multivariate state hidden Markov models for simultaneous transcription of phones and formants. In Proc. ICASSP, volume 3, pages 1323-1327, Istanbul, 2000.
7. Dennis H. Klatt. Software for a cascade/ parallel formant synthesizer. J. Acoust. Soc. Am, 67(3):971-995, March 1980.
8. Dennis H. Klatt and Laura C. Klatt. Analysis, synthesis, and perception of voice quality variations among female and male talkers. J. Acoust. Soc. Am, 87(2):820-857, February 1990.
9. Lennart Ljung. System Identification: Theory for the User. Prentice-Hall, Englewood Cliffs, NJ, 1987.
10. A.V. Oppenheim, R.W. Schafer, and J. Buck. Discrete-Time Signal Processing. Prentice-Hall, New York, 2nd edition, 1999.
11. Lawrence Rabiner and Bing-Hwang Juang. Fundamentals of Speech Recognition. Prentice-Hall, Englewood Cliffs, NJ, 1993.
12. Christine Helen Shadle. The Acoustics of Fricative Consonants. PhD thesis, MIT, Cambridge, MA, March 1985.
13. Kenneth N. Stevens. Acoustic Phonetics. MIT Press, Cambridge, MA, 1999.
14. Kenneth N. Stevens and Corine A. Bickley. Higher-level control parameters for a formant synthesizer. In ESCA Workshop on Speech Synthesis, Autrans, France, Sep. 1990.
15. Kenneth N. Stevens and Corine A. Bickley. Constraints amoung parameters simplify control of Klatt formant synthesizer. J. Phonetics, 19:161-174, 1991.
16. Harvey M. Sussman, Helen A. McCaffrey, and Sandra A. Matthews. An investigation of locus equations as a source of relational invariance for stop place categorization. J. Acoust. Soc. Am, 90(3):1309-1325, September 1991.
17. R. Togneri, J. Ma, and L. Deng. Parameter estimation of a target-directed dynamic system model with switching states. Signal Processing, 81:975-987, 2001.