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In this paper, we investigate two types of expressiveness, linguistic and vocal, and whether they are useful for recognising the social roles of participants in meetings. Our experiments show that combining expressiveness features with speech activity does improve social role recognition over speech activity features alone.
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Wilson et al. (2011) studied this question.