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The key to robust perception is the efficient combination and integration of multiple sources of sensory information. My research focuses on multimodal perception of naturalistic scenes. I follow a dual approach. First, I collect behavioral data through eye-tracking experiments during which participants watch videos in different audio-visual conditions. Then I interpret the results using statistical modeling.  I aim at (1) understanding the mechanisms  of cross-modal integration and (2) modeling them to improve attention models.