Robotic localization and separation of concurrent sound sources using self-splitting competitive learning

Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Image and Signal Processing, CIISP 2007

Volumn , Issue , 2007, Pages 340-345

  Keyrouz, Fakheredine ^a   Maier, Werner ^a   Diepold, Klaus ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

HRTF; Self splitting competitive learning; Sound localization; Source separation

Indexed keywords

ALGORITHMS; COMPETITIVE INTELLIGENCE; CONCURRENT ENGINEERING; LEARNING SYSTEMS; ROBOTICS; TRANSFER FUNCTIONS;

COMPETITIVE LEARNING; SELF-SPLITTING COMPETITIVE LEARNING; SOUND LOCALIZATION; SOURCE SEPARATION;

AUDIO ACOUSTICS;

EID: 34548740335     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIISP.2007.369192     Document Type: Conference Paper

References (11)

1. J. Blauert, "An, introduction to binaural technology," in Binaural and Spatial Hearing, R. Gilkey, T. Anderson, Eds., Lawrence Erlbaum, USAHilldale NJ, 1997, pp. 593-609.
2. J. Huang, N. Ohnishi, and N. Sugie, "Spatial Localization of Sound Sources: Azimuth and Elevation Estimation," Proc. IEEE Instrumentation and Measurement Conference., USA, vol. 1, pp. 330-333, May 1998.
3. Y. Tamai, Y. Sasaki, S. Kagami, and H. Mizoguchi, "Three ring microphone array for 3D sound localization and separation for mobile robot audition," IEEE International Conference on Intelligent Robots and Systems, pp. 4172-4177, Aug. 2005.
4. C. Liu et al., "Localization of Multiple Sources "with Two Microphones," Journal of the Acoustical Society of America, vol. 108, no. 4, pp. 1888-1905, Oct. 2000.
5. E. Keyrpuz, Y. Naous, and K. Diepold, "A New Method for Binaural 3D localization Based on HRTFs," Proc. IEEE ICASSP, France, pp. 341-344, May 2006.
6. F. Keyrouz, W. Maier, and K. Diepold, "A Novel Humanoid Binaural 3D Sound Localization and Separation Algorithm," Proc. IEEE-RAS Int. Conf. on Humanoid Robots, Italy, December 2006.
7. C.H. Keller, and T.T. T.akahashi, "Localization and Identification, of Concurrent Sounds in the Owl's Auditory Space Map," Journal of Neuroscience. vol. 25, no, 45, pp. 10446-10461, Nov. 2005.
8. V.R. Algazi, R.O. Duda, D.M. Thompson, and C. Avendano, "The CIPIC HRTF Database," Proc. IEEE WASPA, USA, pp. 99-102, Oct. 2001.
9. S. Winter, W. Kellermann, H. Sawada, and S. Makino, "MAP Based Underdetermined Blind Source Separation of Convolutive Mixtures by Hierarchical Clustering and L1-Norm Minimization," EURASIP Journal on Advances in Signal Processing, Article ID 24717, 2007.
10. Y.-J. Zhang, and Z.-Q. Liu, "Self-Splitting Competitive Learning: A New On-Line Clustering Paradigm," IEEE Transactions on Neural Networks, vol. 13, no. 2, pp. 369-380, March 2002.
11. E. Vincent, R. Gribonval, and C. Févotte, "Performance measurement in blind audio source separation,"IEEE Transactions on Audio, Speech and Language Processing, vol. 14, no. 4, pp. 1462-1469, July 2006.