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Speaker tracking in smart environments has attracted an increasing amount of attention in the past few years. Our recent studies show that fusing audio and visual modalities can provide improved robustness and accuracy in some challenging tracking scenarios such as occlusions (by the limited field of view of cameras or by other speakers), as compared with the tracking system based on individual modalities...