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The HUMAINE Database

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Abstract

The HUMAINE Database is grounded in HUMAINE’s core emphasis on considering emotion in a broad sense – ‘pervasive emotion’ – and engaging with the way it colours action and interaction. The aim of the database is to provide a resource to which the community can go to see and hear the forms that emotion takes in everyday action and interaction, and to look at the tools that might be relevant to describing it. Earlier chapters in this handbook describe the techniques and models underpinning the collection and labelling of such data. This chapter focuses on conveying the range of forms that emotion takes in the database, the ways that they can be labelled and the issues that the data raises. The HUMAINE Database provides naturalistic clips which record that kind of material, in multiple modalities, and labelling techniques that are suited to describing it. It was clear when the HUMAINE project began that work on databases should form part of it. However there were very different directions that the work might have taken. They were encapsulated early on in the contrast between ‘supportive’ and ‘provocative’ approaches, introduced in an earlier chapter in this handbook. The supportive option was to assemble a body of data whose size and structure allowed it to be used directly to build systems for recognition and/or synthesis. The provocative option was to assemble a body of data that encapsulated the challenges that the field faces.

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References

  • Bänziger T, Scherer K (2007) Using actor portrayal to systematically study multimodal emotional expression: the GEMEP corpus. In: Paiva A, Prada R, Picard R (eds) Affective computing and intelligent interaction, Lisbon, Sept 2007. Springer LNCS , Berlin, pp 476–487

    Chapter  Google Scholar 

  • Cowie R, Douglas-Cowie E, Tsapatsoulis N, Votsis G, Kollias S, Fellenz W, Taylor J (2001) Emotion recognition in human-computer interaction. IEEE Signal Process Mag 32–80, January 2001

    Google Scholar 

  • Devillers L, Cowie R, Martin J-C, Douglas-Cowie E, Abrilian S, McRorie M (2006) Real-life emotions in French and English TV video corpus clips: an integrated annotation protocol combining continuous and discrete approaches. In: LREC 2006, Genoa. http://www.cs.brandeis.edu~marc/misc/proceedings/lrec-2006/workshops/W09/Emotion-proceeding.pdf

  • Douglas-Cowie E, Campbell N, Cowie R, Roach P (2003) Emotional speech: towards a new generation of databases. Speech Commun 40(1–2):33–60

    Article  MATH  Google Scholar 

  • Douglas-Cowie E, Cowie R, Sneddon I, Cox C, Lowry O, McRorie M, Martin J-C, Devillers L, Abrilian S, Batliner A, Amir N, Karpouzis K (2007) The HUMAINE database: addressing the collection and annotation of naturalistic and induced emotional data. In: Paiva A, Prada R Picard R (eds) Affective computing and intelligent interaction, Lisbon, Sept 2007. Springer LNCS, Berlin, pp 488–500

    Chapter  Google Scholar 

  • Douglas-Cowie E, Devillers L, Martin J-C, Cowie R, Savvidou S, Abrilian S, Cox C (2005) Multimodal databases of everyday emotion: facing up to complexity. In: 9th European conference on speech communication and technology (Interspeech’ 2005), Lisbon, Portugal, 4–8 Sept 2005, pp 813–816

    Google Scholar 

  • Hönig F (2007) DRIVAWORK – driving under varying workload. A multi-modal stress database in the automotive context. Vortrag: HUMAINE plenary meeting, Paris, 6 Jun 2007

    Google Scholar 

  • Ioannou S, Raouzaiou A, Tzouvaras V, Mailis T, Karpouzis K, Kollias S (2005) Emotion recognition through facial expression analysis based on a neurofuzzy network. Neural Netw (Elsevier) 18:423–435

    Article  Google Scholar 

  • Scherer KR, Ellgring H (2007) Are facial expressions of emotion produced by categorical affect programs or dynamically driven by appraisal? Emotion 7(1):113–130

    Article  Google Scholar 

  • Sneddon I, McRorie M (2006) Perception of emotional expression. In: Poster presented at the 13th European conference on personality, Athens

    Google Scholar 

  • Zara A, Maffiolo V, Martin J-C, Devillers L (2007) Collection and annotation of a corpus of human–human multimodal interactions: emotion and other anthropomorphic characteristics. In: Paiva A, Prada R, Picard R (eds) Affective computing and intelligent interaction, Lisbon, Sept 2007. Springer LNCS , Berlin, pp 464–475

    Chapter  Google Scholar 

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Correspondence to Ellen Douglas-Cowie .

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1 Appendix 1: User Agreement – HUMAINE Database

This user agreement applies to the database HUMAINE database provided on the enclosed CDs. It has been released by QUB (Queens University Belfast) under specific conditions for sole scientific, non-commercial use.

Conditions of Release

  • Data set provided without guarantee.

  • No legal claims of any kind can be derived from accepting and using the data set.

  • QUB is not liable for any damage resulting from receiving, installing or using the data set or other files provided by QUB in this context.

  • Expressed written consent must be sought from QUB before the data set or any other files provided by QUB containing information derived from it (e.g. labelling files) are passed on by the licensee to any third party.

  • If a partner/user concentrates on labelling, s/he agrees to share with all the other HUMAINE partners additional analyses, especially additional annotations. In the first instance, the analyses/annotations should be returned to the HUMAINE team at QUB.

  • Any models derived using data from the data set may be used only for scientific, non-commercial applications.

  • The licensee will let QUB know of any results without undue delay. Joint publications (between the licensee and QUB) should be aimed at.

For publications concerning direct or indirect use of the corpus, the licensee must cite QUB with a citation provided by QUB.

I have read and understood the user agreement and will comply with it.

  • Signed_____________________________

  • Please print name_______________________

  • Institution_____________________________

  • Date_______________________

2 Appendix 2

3 Appendix 3

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© 2011 Springer-Verlag Berlin Heidelberg

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Douglas-Cowie, E. et al. (2011). The HUMAINE Database. In: Cowie, R., Pelachaud, C., Petta, P. (eds) Emotion-Oriented Systems. Cognitive Technologies. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15184-2_14

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  • DOI: https://doi.org/10.1007/978-3-642-15184-2_14

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-15183-5

  • Online ISBN: 978-3-642-15184-2

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