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The field of Human Action Recognition has expanded greatly in previous years, exploring actions and interactions between individuals via the use of appearance and depth based pose information. There are numerous datasets that display action classes composed of behaviors that are well defined by their key poses, such as 'kicking' and 'punching'. The CONVERSE dataset presents conversational interaction classes that show little explicit relation to the poses and gestures they exhibit. Such adoi:10.1109/percomw.2017.7917547 dblp:conf/percom/EdwardsDX17 fatcat:p6j6six5obg7bfkieus4bxxpzu