Tracking a varying number of sound sources using particle filtering

Proceedings of the 9th IASTED International Conference on Signal and Image Processing, SIP 2007

Volumn , Issue , 2007, Pages 123-128

  Quinlan, Angela ^a   Kawamoto, Mitsuru ^a   Asano, Futoshi ^a   Asoh, Hideki ^a   Yamamoto, Kiyoshi ^a  

^a NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

Author keywords

Microphone arrays; Multiple sound source tracking; Particle filtering; Speaker tracking

Indexed keywords

ACOUSTIC GENERATORS; ACOUSTIC SIGNAL PROCESSING; ACOUSTICS; DIGITAL IMAGE STORAGE; IMAGE PROCESSING; IMAGING SYSTEMS; INTERNET PROTOCOLS; NONLINEAR FILTERING;

ACOUSTIC SOURCES; CHALLENGING PROBLEMS; FREQUENCY SELECTIONS; FREQUENCY SUB BANDS; MICROPHONE ARRAYS; MOVING ACOUSTIC SOURCES; MULTIPLE SOUND SOURCE TRACKING; NOISE COVARIANCES; NOISE MODELS; PARTICLE FILTERING; PARTICLE FILTERING ALGORITHMS; PARTICLE FILTERS; POSSIBLE SOLUTIONS; POTENTIAL APPLICATIONS; SIGNAL COMPONENTS; SOUND SOURCES; SPEAKER TRACKING; SUB BANDS; WHITE BACKGROUND NOISES;

SIGNAL FILTERING AND PREDICTION;

EID: 56149119004     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. M. Kawamoto, F. Asano, H. Asoh, and K. Yamamoto, 'Particle Filtering Algorithms for Tracking Multiple Sound Sources Using Microphone Arrays,' in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), 2007 - Accepted for Publication.
2. A. Doucet, N. de freitas, and E. N. Gordon, in Sequential Monte Carlo Methods in Practice. Springer-Verlag, 2001.
3. D. Ward, E. Lehmann, and R. Williamson, 'Particle Filters Algorithms for Tracking an Acoustic Source in a Reverberant Environment, ' IEEE Trans. Speech Audio Processing, vol. 11, no. 6, pp. 826Crossed D sign836,2003.
4. J. Larocque, J. Reilly, and W. Ng, 'Particle filters for tracking an unknown number of sources,' IEEE Trans. Signal Processing, vol. 50, no. 12, pp. 2926Crossed D sign2937, 2002.
5. B. Vo, S. Singh, and A. Doucet, 'A theoretical foundation for the stein-winter probability hypothesis density (phd) multitarget tracking approach,' in Proceedings of the Sixth International Conference of Information Fusion - FUSION 2003, 2003.
6. L. D. Stone, C. Barlow, and T. Corwin, in Bayesian Multiple Target Tracking. Artech House, 1999.
7. H. Hirsch and C. Ehrlicher, 'NoiseEstimation Techniques for Robust Speech Recognition,' in Proc. IEEE Int. Conf. Acoust., Speech, Signal Processing (ICASSP), Detroit, MI, 1995.
8. A. Doucet, N. Freitas, and N. G. Eds., in Sequential Monte Carlo Methods in Practice. New York: Springer-Verlag, 2001, ch. 1.
9. B. Ristic, S. Arulampalam, and N. Gordon, in Beyond the Kalman Filter; Particle Filters for Tracking Applications. Artech House, 2004, ch. 12.
10. M. Feder and E. Weinstein, 'Parameter Estimation of Superimposed Signals Using the EM Algorithm,' IEEE Trans. Signal Processing, vol. 36, no. 4, pp. 477Crossed D sign489,1988.
11. F. Asano and H. Asoh, 'Sound Source Localization and Separation Based on the EM Algorithm,' in In Proc. SAPA, Jeju, Korea, 2004.