The Artificial Perception Laboratory

40 St. George Street, Room 4158 - Phone: (416)-946-8813
The Edward S. Rogers Sr. Department of Electrical and Computer Engineering
University of Toronto
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2007
Rennie, S., Aarabi, P., Frey, B., Variational Probabilistic Speech Separation Using Microphone Arrays, IEEE Transactions on Audio, Speech, and Language Processing, Vol. 15, No. 1, pp. 135-149, January 2007.
Shi, G., Aarabi, P., Jiang, H., Phase-Based Dual Microphone Speech Enhancement with a Prior Speech Model, IEEE Transactions on Audio, Speech, and Language Processing, Vol. 15, No. 1, pp. 109-118, January 2007.
2006
Lazic, N., Aarabi, P., Communication Over an Acoustic Channel Using Data Hiding Techniques, IEEE Transactions on Multimedia,  Vol. 8, No. 5, pp 918-924, Oct. 2006. "pdf"
Nguyen, D., Halupka, D., Aarabi, P., Sheikholeslami, A., Real-time Face Localization Using Field Programmable Gate Arrays, IEEE Transactions on Systems, Man, and Cybernetics, Part B, Vol. 36, No. 4, pp. 902-912, August 2006. "pdf"
Shi, G., Shanechi, M., Aarabi, P., On the importance of phase in human speech recognition, IEEE Transactions on Audio, Speech, and Language Processing, Vol. 14, No. 5, pp. 1867-1874, September 2006. "pdf"
Mavandadi, S., Aarabi, P., Khaleghi, A., Appel, R., Predictive Dynamic User Interfaces For Interactive Visual Search Proceedings of the 2006 IEEE Conference on Multimedia and Expo (ICME 2003), Toronto, July 2006.
Ali, S., Aarabi, P., A Novel Interface for Audio Search Proceedings of the 2006 IEEE Conference on Multimedia and Expo (ICME 2003), Toronto, July 2006.
Rabi, A., Aarabi, P., Face Fusion: An Automatic Method For Virtual Plastic Surgery Proceedings of the 2006 International Conference on Information Fusion (Fusion'06), Florence, Italy, July 2006. "pdf"
2005
Aarabi, P., Shi, G., Modir Shanechi, M., Rabi, A., Phase-Based Speech Processing, World Scientific Press, ISBN 9-8125-6612-0, December 2005.
Jahromi, O., Aarabi, P., Distributed Signal Processing in Sensor Networks, in Embedded Systems Handbook (edited by R. Zurawski), CRC Press No. 2824, ISBN 0-8493-2824-1, August 2005.
Halupka, D., Mathai, N., Aarabi, P., Sheikholeslami, A., Robust Sound Localization in 0.18um CMOS, IEEE Transactions on Signal Processing, Vol. 53, No. 6, pp. 2243-2250, June 2005. "pdf"
Mavandadi, S., Aarabi, P., Mohajer, K., Modir-Shanechi, M., Post Recognition Speech Localization, International Journal of Speech Technology, Vol. 8, No. 2, pp. 173-180, June 2005.
Jahromi, O., Aarabi, P., Theory and Design of Multirate Sensor Arrays, IEEE Transactions on Signal Processing, Vol. 53, No. 5, pp. 1739-1753, May 2005. "pdf"
Halupka, D., Rabi, S. A., Aarabi, P., Sheikholeslami, A., Real-Time Dual-Microphone Speech Enhancement Using Field Programmable Gate Arrays. Proceedings of the 2005 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005), Philadelphia, March 2005. "pdf"
Rennie, S., Achan, K., Frey, B., Aarabi, P., Variational Speech Separation of More Sources than Mixtures. Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics (AISTATS'05), Barbados, January 2005.
2004
Mavandadi, S., Aarabi, P., Multi-Sensor Information Fusion with Application to Multi-Camera Systems, Proceedings of the 2004 IEEE International Conference on Systems, Man and Cybernetics (SMC 2004), The Hague, Netherlands, October 2004.
Aarabi, P., Shi, G. Phase-Based Dual-Microphone Robust Speech Enhancement, IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol. 34, No. 4, pp. 1763-1773, August 2004. "pdf" "ps.gz"
Mungamuru, B., Aarabi, P., Enhanced Sound Localization, IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol. 34, No. 3, pp. 1526-1540, June 2004. "pdf" "ps.gz"
Aarabi, P., Mungamuru, B., The Fusion of Visual Lip Movements and Mixed Speech Signals for Robust Speech Separation. Information Fusion (Special Issue on Robust Speech Processing), Vol. 5, No. 2, pp. 103-117, June 2004.
Aarabi, P., Dasarathy, B.V., Robust Speech Processing Using Multi-Sensor Multi-Source Information Fusion - An Overview of the State of the Art, Information Fusion (Special Issue on Robust Speech Processing), Vol. 5, No. 2, pp. 77-80, June 2004. (Editorial)
Wang, Q.H., Ivanov, T., Aarabi, P., Acoustic Robot Navigation Using Distributed Microphone Arrays. Information Fusion (Special Issue on Robust Speech Processing), Vol. 5, No. 2, pp. 131-140, June 2004.
Fang, W. M., Aarabi, P., Robust Real-Time Audiovisual Face Localization, Proceedings of the 2004 SPIE Conference on Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications, Orlando, April 2004.
Andreeva, E. O., Aarabi, P., Mohajer, K., Emami, M., Driver Fatigue Detection Using Multimodal Sensor Fusion, Proceedings of the 2004 SPIE Conference on Multisensor, Multisource Information Fusion: Architectures, Algorithms, and Applications, Orlando, April 2004.
Aarabi, P., Wang, Q.H., Yeganegi, M., Integrated Displacement Tracking And Sound Localization. Proceedings of the 2004 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, May 2004. "pdf" "ps.gz"
Jahromi, O., Aarabi, P., Distributed Spectrum Estimation In Sensor Networks. Proceedings of the 2004 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, May 2004. "pdf" "ps.gz"
Lai, C., Aarabi, P., Multiple-Microphone Time-Varying Filters For Robust Speech Recognition. Proceedings of the 2004 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2004), Montreal, May 2004. "pdf" "ps.gz"
Aarabi, P., Localization-Based Sensor Validation Using The Kullback-Leibler Divergence. IEEE Transactions on Systems, Man, and Cybernetics Part B, Vol. 34, No. 2, pp. 1007-1016, April 2004. "pdf" "ps.gz"
2003
Shi, G., Aarabi, P., Lazic, N., Adaptive Time-Frequency Data Fusion For Speech Enhancement Proceedings of the 6th International Conference on Information Fusion (FUSION 2003), Cairns, Australia, July 2003.
Aarabi, P., Mavandadi, S., Robust Speech Separation Using Two-Stage Independent Component Analysis Proceedings of the 6th International Conference on Information Fusion (FUSION 2003), Cairns, Australia, July 2003.
Lai, C., Aarabi, P., Active Object Localization Using Speaker Arrays Proceedings of the 6th International Conference on Information Fusion (FUSION 2003), Cairns, Australia, July 2003.
Mungamuru, B., Aarabi, P., Joint Sound Localization and Orientation Estimation Proceedings of the 6th International Conference on Information Fusion (FUSION 2003), Cairns, Australia, July 2003.
Aarabi, P., Shi, G., Jahromi, O., Robust Speech Separation Using Time-Frequency Masking. Proceedings of the 2003 IEEE Conference on Multimedia and Expo (ICME 2003), Baltimore, Maryland, July 2003. "pdf" "ps.gz"
Aarabi, P. Mungamuru, B., Scene Reconstruction Using Distributed Microphones. Proceedings of the 2003 IEEE Conference on Multimedia and Expo (ICME 2003), Baltimore, Maryland, July 2003.
Aarabi, P., Mavandadi, S., Multi-Source Time Delays of Arrival Estimation Using Conditional Time-Frequency Histograms, Information Fusion, Vol. 4, No. 2, pp. 111-122, June 2003.
Nguyen, D., Aarabi, P., Sheikholeslami, A., Real-Time Sound Localization Using Field-Programmable Gate Arrays. Proceedings of the 2003 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong, April 2003. "pdf" "ps.gz"
Rennie, S., Aarabi, P., Kristjansson, T., Frey, B., Achan, K., Robust Variational Speech Separation Using Fewer Microphones Than Speakers. Proceedings of the 2003 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong, April 2003. "pdf" "ps.gz"
Jahromi, O., Aarabi, P., Time Delay Estimation and Signal Reconstruction Using Multi-Rate Measurements. Proceedings of the 2003 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong, April 2003. "pdf" "ps.gz"
Shi, G., Aarabi, P., Robust Digit Recognition Using Phase-Dependent Time-Frequency Masking. Proceedings of the 2003 IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2003), Hong Kong, April 2003. "pdf" "ps.gz"
Modir Shanechi, M., Aarabi, P., Structural Analysis of Multisensor Arrays For Speech Separation Applications. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications VII (AeroSense 2003), Orlando, Florida, April 2003.
Mavandadi, S., Aarabi, P., Time-Delay of Arrival Estimation Using Non-Linear Phase-Error Selector Functions. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications VII (AeroSense 2003), Orlando, Florida, April 2003.
Aarabi, P., The Fusion of Distributed Microphone Arrays for Sound Localization, EURASIP Journal of Applied Signal Processing (Special Issue on Sensor Networks), Vol. 2003, No. 4, pp. 338-347, March 2003. "pdf" "ps.gz"
2002
Aarabi, P., Self-Localizing Dynamic Microphone Arrays, IEEE Transactions on Systems, Man, and Cybernetics Part C, Vol. 32, No. 4, pp. 474-484, November 2002. "pdf" "ps.gz"
Aarabi, P., Shi, G., Multi-Channel Time-Frequency Data Fusion. Proceedings of the 5th International Conference on Information Fusion (FUSION 2002), Washington D.C., July 2002.
Aarabi, P., Mahdavi, A., The Relation Between Speech Segment Selectivity and Source Localization Accuracy. Proceedings of the IEEE Conference on Acoustics, Speech, and Signal Processing (ICASSP 2002), Orlando, Florida, May, 2002. "pdf" "ps.gz"
Aarabi, P., Khameneh, N. H., Robust Speech Separation using Visually Derived Speech Signals. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications VI (AeroSense 2002), Orlando, Florida, April 2002.
2001
Aarabi, P., Hughes, D., Mohajer, K., Emami, M., The Automatic Measurement of Beauty. Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, Tucson, Arizona, October 2001.
Aarabi, P., Zaky S., Robust Sound Localization Using Multi-Source Audiovisual Information Fusion, Information Fusion, Vol. 3, No. 2, pp. 209-223, September 2001. "pdf" "ps.gz"
Aarabi, P., Robust Sound Localization Using Distributed Microphone Arrays. Proceedings of the 4th International Conference on Information Fusion (FUSION 2001), Montreal, Canada, pp. WeB3:3-9, August, 2001.
Aarabi, P., Mohajer, K., Emami, M., Cooperative Sensation: A Mechanism for Robust Human Computer Interactions. Proceedings of the 5th World Multi-conference on Circuits, Systems, Computers, and Communications, Crete, Greece, July 2001.
Aarabi, P., Genetic Sensor Selection Enhanced Independent Component Analysis and its Applications to Robust Speech Recognition. Proceedings of the 5th IEEE Workshop on Nonlinear Signal and Image Processing (NSIP 2001), Baltimore, Maryland, June 2001.
Aarabi, P., Robust Sound Localization using the Formant Phase Transform. Proceedings of the 5th IEEE Workshop on Nonlinear Signal and Image Processing (NSIP 2001), Baltimore, Maryland, June 2001.
Aarabi, P., Robust Multi-Source Sound Localization using Temporal Power Fusion. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications V (AeroSense 2001), Orlando, Florida, pp. 67-77, April 2001.
Aarabi, P., The Equivalence of Bayesian Multi-Sensor Information Fusion and Neural Networks. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications V (AeroSense 2001), Orlando, Florida, pp. 159-169, April 2001.
Aarabi, P., The Application of Spatial Likelihood Functions to Multi-Camera Object Localization. Proceedings of Sensor Fusion: Architectures, Algorithms, and Applications V (AeroSense 2001), Orlando, Florida, pp. 255-265, April 2001.
2000
Aarabi, P., Zaky, S., Integrated Vision and Sound Localization. Proceedings of the 3rd International Conference on Information Fusion, Paris, France, pp. ThB3:21-27, July 2000.
Aarabi, P., Zaky, S., Iterative Spatial Probability Based Sound Localization. Proceedings of the 4th World Multi-conference on Circuits, Systems, Computers, and Communications, Athens, Greece, pp. 74-80, July 2000.
Aarabi, P., Pratt, V. R., Dynamic Sensor Integration using Spatial Awareness Networks. Proceedings of the 139th Meeting of the Acoustical Society of America, Atlanta, Georgia, June 2000. Published in Vol. 107, No. 5, Pt. 2, pp. 2908 of the Journal of the Acoustical Society of America. (Abstract)
Aarabi, P., Speech Localization using Formant Phase Subtraction. Proceedings of the 139th Meeting of the Acoustical Society of America, Atlanta, Georgia, June 2000. Published in Vol. 107, No. 5, Pt. 2, pp. 2790 of the Journal of the Acoustical Society of America. (Abstract)

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