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We examine whether head motion can be used for predicting human expert's judgments of behavioral characteristics relevant to the couples therapy domain. Specifically we predict “high” or “low” presence of several behavioral characteristics such as “Blame” that are discerned by human experts, through data-driven clustering of the head motion signal based on power-spectral features. We employ the distribution...
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