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date: 14 December 2019

Abstract and Keywords

This chapter is from the forthcoming The Oxford Handbook of Affective Computing edited by Rafael Calvo, Sidney K. D'Mello, Jonathan Gratch, and Arvid Kappas. This chapter focuses on multimodal affect databases. After a short introduction, the collection of affective data is discussed in 10 steps highlighting methodological considerations and challenges of building new resources of multimodal data and affect labels. It then touches upon quality assessment of collected emotion corpora. A section is also dedicated to “saving labor” by sharing annotation between human and machine and reusing data. Then a selection of representative audiovisual and further multimodal databases is introduced. Finally, the chapter concludes with a discussion of controversial issues and future directions.

Keywords: multimodal affect databases, emotion corpora

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