Social signal processing for studying parent–infant interaction

Marie Avril, Chloë Leclère, Sylvie Viaux, Stéphane Michelet, Catherine Achard, Sylvain Missonnier, Miri Keren, David Cohen, Mohamed Chetouani
2014 Frontiers in Psychology  
Studying early interactions is a core issue of infant development and psychopathology. Automatic social signal processing theoretically offers the possibility to extract and analyze communication by taking an integrative perspective, considering the multimodal nature and dynamics of behaviors (including synchrony).This paper proposes an explorative method to acquire and extract relevant social signals from a naturalistic early parent-infant interaction. An experimental setup is proposed based
more » ... both clinical and technical requirements. We extracted various cues from body postures and speech productions of partners using the IMI2S (Interaction, Multimodal Integration, and Social Signal) Framework. Preliminary clinical and computational results are reported for two dyads (one pathological in a situation of severe emotional neglect and one normal control) as an illustration of our crossdisciplinary protocol. The results from both clinical and computational analyzes highlight similar differences: the pathological dyad shows dyssynchronic interaction led by the infant whereas the control dyad shows synchronic interaction and a smooth interactive dialog.The results suggest that the current method might be promising for future studies. Keywords: early parent-infant interaction, feature extraction, multimodal computational analysis, RGB-D sensor, synchrony, social signal processing www.frontiersin.org
doi:10.3389/fpsyg.2014.01437 pmid:25540633 pmcid:PMC4261709 fatcat:opbux6ipfjek3drnj3cr2e2som