Computational scene analysis of cocktail-party situations based on sequential Monte Carlo methods

Conference Record of the Asilomar Conference on Signals, Systems and Computers

Volumn 1, Issue , 2003, Pages 735-739

  Nix, Johannes ^a   Kleinschmidt, Michael ^a   Hohmann, Volker ^a  

^a UNIVERSITY OF OLDENBURG   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; AMPLITUDE MODULATION; HEARING AIDS; MATHEMATICAL MODELS; MICROPHONES; MONTE CARLO METHODS; SPEECH; STEREOPHONIC RECORDINGS; TRANSFER FUNCTIONS;

AUDITORY SYSTEMS; COMPUTATIONAL SCENE ANALYSIS; SIGNAL RECORDING; STATE-SPACE MODELS;

SPURIOUS SIGNAL NOISE;

EID: 4143125335     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. T. Wittkop, "Two-channel noise reduction algorithms motivated by models of binaural interaction." Ph.D. dissertation, Universität Oldenburg, 2001. [On-line]. Available: http://www.physik.uni-oldenburg.de/medi/ publhtml/publdb.byauthordoctype%.html
2. M. Bodden, "Binaural models and cocktail party processors," Acta Acustica, vol. 82, no. Suppl. 1, p. 86, 1996.
3. W. Soede, F. A. Bilsen, A. J. Berkhout, and J. Verschuure, "Directional hearing-aid based on array technology," Scandinavian Audiology, Supplementum, vol. 22, pp. S20-S27, 1993.
4. T. Wittkop and V. Hohmann, "Strategy-selective noise reduction for binaural digital hearing aids." Speech Communication, vol. 39, pp. 111-138, 2003.
5. A. W. Bronkhorst, "The cocktail party phenomenon: A review of research on speech intelligibility in multiple-talker conditions," Acustica, vol. 86, no. 1, pp. 117-128, Jan. 2000.
6. W. A. Yost, "Auditory image perception and analysis: The basis for hearing," Hearing Research, vol. 56, pp. 8-18, 1991.
7. A. S. Bregman, "Auditory scene analysis: Hearing in complex environments," in Thinking in Sound, S. McAdams and E. Bigand, Eds. Clarendon Press, 1993, pp. 10-36.
8. S. McAdams and E. Bigand, Eds., Thinking in Sound: The Cognitive Psychology of Human Audition. Clarendon Press, 1993.
9. M. Cooke, Modeling Auditory Processing and Organization, ser. Distinguished Dissertations in Computer Science. Cambridge University Press, 1993, ph.D. Thesis.
10. D. P. W. Ellis, "Prediction-driven computational auditory scene analysis," Ph.D. Thesis, Massachusetts Institute of Technology, MA, 1996. [Online]. Available: http://sound.media.mit.edu/~dpwe/pdcasa/doc.html
11. C. von der Malsburg and W. Schneider, "A neural cocktail-party processor." Biol Cybern, vol. 54, no. 1, pp. 29-40, 1986.
12. D. L. Wang and G. J. Brown, "Separation of speech from interfering sounds based on oscillatory correlation," Ohio State University, Center for Cognitive Science, Columbus, Ohio, Technical Report 24, 1998. [Online]. Available: ftp://ftp.cis.ohio-state.edu/pub/leon/Brown/ccs98.ps.gz
13. A. Doucet, N. de Freitas, and N. Gordon, An Introduction to Sequential Monte Carlo Methods, ser. Statistics for Engineering and Information Science. Springer, 2001, ch. 1, pp. 3-14.
14. A. Blake and M. Isard, Active Contours: The Application of Techniques from Graphics, Vision, Control Theory and Statistics to Visual Tracking of Shapes in Motion. New York: Springer, Apr. 1998.
15. M. Isard. The condensation algorithm. [Online]. Available: http://www.robots.ox.ac.uk/~misard/condensation.html
16. M. S. Arulampalam, S. Maskell, N. Gordon, and T. Clapp, "A tutorial on particle filters for online nonlinear/non-gaussian bayesian tracking," IEEE Transactions on Signal Processing, vol. 50, no. 2, pp. 174-188, Feb. 2002.
17. V. R. Algazi, R. O. Duda, D. M. Thompson, and C. Avedano, "The CIPIC HRTF database," in Proc. 2001 IEEE Workshop on Applications of Signal Processing to Audio and Electroacoustics, Mohonk Mountain House, New Paltz, NY, Oct. 2001, pp. 99-102.
18. B. Kopp, "Hierarchical classification III: Average-linkage, median, centroid, WARD, flexible strategy," Biometrical J., vol. 20, no. 7/8, pp. 703-711, 1978.
19. J. Nix and V. Hohmann, "Enhancing sound sources by use of spatial cues," in Proceedings of the Eurospeech 2001 Workshop on Consistent and Reliable Acoustical Cues (CRAC). Dan Ellis, Steve Greenberg, 2001, pp. 1-4. [Online]. Available: http://www.ee.columbia.edu/crac/program.html