Adaptive blind source separation with HRTFs beamforming preprocessing

Proceedings of the IEEE Sensor Array and Multichannel Signal Processing Workshop

Volumn , Issue , 2012, Pages 269-272

  Maazaoui, Mounira ^a   Abed Meraim, Karim ^a   Grenier, Yves ^a  

^a NONE

Author keywords

Adaptive blind source separation; fixed beamforming; head related transfer functions

Indexed keywords

ADAPTIVE BLIND SOURCE SEPARATION ALGORITHM; BACKGROUND NOISE; FIXED BEAMFORMING; HEAD RELATED TRANSFER FUNCTION; MICROPHONE ARRAYS; ROBOT AUDITION; SEPARATION ALGORITHMS; SOURCE NUMBER ESTIMATION;

ACOUSTIC FIELDS; ALGORITHMS; BLIND SOURCE SEPARATION; SENSORS; TRANSFER FUNCTIONS;

BEAMFORMING;

EID: 84867216545     PISSN: None     EISSN: 2151870X     Source Type: Conference Proceeding    
DOI: 10.1109/SAM.2012.6250486     Document Type: Conference Paper

References (8)

1. Pierre Comon and Christian Jutten, Handbook of Blind Source Separation , Independent Component Analysis and Applications, Elsevier, 2010.
2. Jacob Benesty, Jingdong Chen, and Yiteng Huang, Microphone Array Signal Processing, Chapter 3: Conventional beamforming techniques, Springer, 1rst edition, 2008.
3. Mounira Maazaoui, Yves Grenier, and Karim Abed-Meraim, "Blind source separation for robot audition using fixed beamforming with hrtfs," 21th Annual Conference on the International Speech Communication Association, Interspeech 2011, 2011.
4. Wang Weihua and Huang Fenggang, "Improved method for solving permutation problem of frequency domain blind source separation," 6th IEEE International Conference on Industrial Informatics, pp. 703-706, July 2008.
5. S. Amari, A. Cichocki, and H. H. Yang, "A new learning algorithm for blind signal separation," Advances in Neural Information Processing Systems, pp. 757-763, 1996.
6. E. Vincent, R. Gribonval, and C. Fevotte, "Performance measurement in blind audio source separation," IEEE Transactions on Audio, Speech, and Language Processing, vol. 14, pp. 1462 -1469, July 2006.
7. Jingqing Luo and Zhiguo Zhang, "Using eigenvalue grads methods to estimate the number of source," International Conference on Software Process, ICSP, 2000.
8. K. Yamamoto, F. Asano, vanW.F.G. Rooijen, E.Y.L. Ling, T. Yamada, and N. Kitawaki, "Estimation of the number of sound sources using support vector machines and its application to sound source separation," IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 5, April 2003.