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This paper describes the Spot the Difference Corpus which contains 54interactions between pairs of subjects interacting to find differences in twovery similar scenes. The setup used, the participants' metadata and detailsabout collection are described. We are releasing this corpus of task-orientedspontaneous dialogues. This release includes rich transcriptions, annotations,audio and video. We believe that this dataset constitutes a valuable resourceto study several dimensions of human communication that go from turn-taking tothe study of referring expressions. In our preliminary analyses we have lookedat task success (how many differences were found out of the total number ofdifferences) and how it evolves over time. In addition we have looked at scenecomplexity provided by the RGB components' entropy and how it could relate tospeech overlaps, interruptions and the expression of uncertainty. We foundthere is a tendency that more complex scenes have more competitiveinterruptions.

The Spot the Difference corpus: a multi-modal corpus of spontaneous task oriented spoken interactions