Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS

Thurid Vogt; Elisabeth Andre; Johannes Wagner; Steve Gilroy; Fred Charles; Marc Cavazza

doi:10.1109/ACII.2009.5349501

Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS

Thurid Vogt, Elisabeth Andre, Johannes Wagner, Steve Gilroy, Fred Charles, Marc Cavazza

SCEDT School Executive Team

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Abstract

Most emotion recognition systems still rely exclusively on prototypical emotional vocal expressions that may be uniquely assigned to a particular class. In realistic applications, there is, however, no guarantee that emotions are expressed in a prototypical manner. In this paper, we report on challenges that arise when coping with non-prototypical emotions in the context of the CALLAS project and the IRIS network. CALLAS aims to develop interactive art installations that respond to the multimodal emotional input of performers and spectators in real-time. IRIS is concerned with the development of novel technologies for interactive storytelling. Both research initiatives represent an extreme case of non-prototypicality since neither the stimuli nor the emotional responses to stimuli may be considered as prototypical.

Original language	English
Title of host publication	Proceedings - 2009 3rd international conference on affective computing and intelligent interaction and workshops
Pages	1-8
DOIs	https://doi.org/10.1109/ACII.2009.5349501
Publication status	Published - 2009
Event	3rd International Conference on Affective Computing and Intelligent Interaction and Workshops - Amsterdam, Netherlands Duration: 10 Sept 2009 → 12 Sept 2009 Conference number: 3rd

Conference

Conference	3rd International Conference on Affective Computing and Intelligent Interaction and Workshops
Abbreviated title	ACII 2009
Country/Territory	Netherlands
City	Amsterdam
Period	10/09/09 → 12/09/09

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10.1109/ACII.2009.5349501

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Vogt, T., Andre, E., Wagner, J., Gilroy, S., Charles, F., & Cavazza, M. (2009). Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS. In Proceedings - 2009 3rd international conference on affective computing and intelligent interaction and workshops (pp. 1-8) https://doi.org/10.1109/ACII.2009.5349501

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title = "Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS",

abstract = "Most emotion recognition systems still rely exclusively on prototypical emotional vocal expressions that may be uniquely assigned to a particular class. In realistic applications, there is, however, no guarantee that emotions are expressed in a prototypical manner. In this paper, we report on challenges that arise when coping with non-prototypical emotions in the context of the CALLAS project and the IRIS network. CALLAS aims to develop interactive art installations that respond to the multimodal emotional input of performers and spectators in real-time. IRIS is concerned with the development of novel technologies for interactive storytelling. Both research initiatives represent an extreme case of non-prototypicality since neither the stimuli nor the emotional responses to stimuli may be considered as prototypical.",

author = "Thurid Vogt and Elisabeth Andre and Johannes Wagner and Steve Gilroy and Fred Charles and Marc Cavazza",

note = "Author can archive publisher's version/PDF.; 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops , ACII 2009 ; Conference date: 10-09-2009 Through 12-09-2009",

year = "2009",

doi = "10.1109/ACII.2009.5349501",

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pages = "1--8",

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Vogt, T, Andre, E, Wagner, J, Gilroy, S, Charles, F & Cavazza, M 2009, Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS. in Proceedings - 2009 3rd international conference on affective computing and intelligent interaction and workshops. pp. 1-8, 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops , Amsterdam, Netherlands, 10/09/09. https://doi.org/10.1109/ACII.2009.5349501

Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS. / Vogt, Thurid; Andre, Elisabeth; Wagner, Johannes et al.
Proceedings - 2009 3rd international conference on affective computing and intelligent interaction and workshops. 2009. p. 1-8.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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AU - Andre, Elisabeth

AU - Wagner, Johannes

AU - Gilroy, Steve

AU - Charles, Fred

AU - Cavazza, Marc

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AB - Most emotion recognition systems still rely exclusively on prototypical emotional vocal expressions that may be uniquely assigned to a particular class. In realistic applications, there is, however, no guarantee that emotions are expressed in a prototypical manner. In this paper, we report on challenges that arise when coping with non-prototypical emotions in the context of the CALLAS project and the IRIS network. CALLAS aims to develop interactive art installations that respond to the multimodal emotional input of performers and spectators in real-time. IRIS is concerned with the development of novel technologies for interactive storytelling. Both research initiatives represent an extreme case of non-prototypicality since neither the stimuli nor the emotional responses to stimuli may be considered as prototypical.

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Y2 - 10 September 2009 through 12 September 2009

ER -

Real-time vocal emotion recognition in artistic installations and interactive storytelling: Experiences and lessons learnt from CALLAS and IRIS

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