The Composite Sensing of Affect

Gordon McIntyre; Roland Goecke

doi:10.1007/978-3-540-85099-1_9

The Composite Sensing of Affect

Gordon McIntyre, Roland Goecke

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

8 Citations (Scopus)

Abstract

This paper describes some of the issues faced by typical emotion recognition systems and the need to be able to deal with emotions in a natural setting. Studies tend to ignore the dynamic, versatile and personalised nature of affective expression and the influence that social setting, context and culture have on its rules of display. Affective cues can be present in multiple modalities and they can manifest themselves in different temporal order. Thus, fusing the feature sets is challenging. We present a composite approach to affective sensing. The term composite is used to reflect the blending of information from multiple modalities with the available semantic evidence to enhance the emotion recognition process.

Original language	English
Title of host publication	Proceedings of Interspeech 2008 incorporating SST 2008
Editors	Conference Program Committee
Place of Publication	Australia
Publisher	International Speech Communication Association
Pages	104-115
Edition	Peer Reviewed
ISBN (Print)	9781615673780
DOIs	https://doi.org/10.1007/978-3-540-85099-1_9
Publication status	Published - 2008
Event	INTERSPEECH 2008-9th Annual Conference of the International Speech Communication Association - Brisbane Australia, Australia Duration: 1 Jan 2008 → …

Publication series

Name
Volume	4868 LNCS

Conference

Conference	INTERSPEECH 2008-9th Annual Conference of the International Speech Communication Association
Country/Territory	Australia
Period	1/01/08 → …
Other	September 22-26 2008

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10.1007/978-3-540-85099-1_9

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title = "The Composite Sensing of Affect",

abstract = "This paper describes some of the issues faced by typical emotion recognition systems and the need to be able to deal with emotions in a natural setting. Studies tend to ignore the dynamic, versatile and personalised nature of affective expression and the influence that social setting, context and culture have on its rules of display. Affective cues can be present in multiple modalities and they can manifest themselves in different temporal order. Thus, fusing the feature sets is challenging. We present a composite approach to affective sensing. The term composite is used to reflect the blending of information from multiple modalities with the available semantic evidence to enhance the emotion recognition process.",

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editor = "{Conference Program Committee}",

booktitle = "Proceedings of Interspeech 2008 incorporating SST 2008",

edition = "Peer Reviewed",

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}

McIntyre, G & Goecke, R 2008, The Composite Sensing of Affect. in CPC (ed.), Proceedings of Interspeech 2008 incorporating SST 2008. Peer Reviewed edn, International Speech Communication Association, Australia, pp. 104-115, INTERSPEECH 2008-9th Annual Conference of the International Speech Communication Association, Australia, 1/01/08. https://doi.org/10.1007/978-3-540-85099-1_9

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AB - This paper describes some of the issues faced by typical emotion recognition systems and the need to be able to deal with emotions in a natural setting. Studies tend to ignore the dynamic, versatile and personalised nature of affective expression and the influence that social setting, context and culture have on its rules of display. Affective cues can be present in multiple modalities and they can manifest themselves in different temporal order. Thus, fusing the feature sets is challenging. We present a composite approach to affective sensing. The term composite is used to reflect the blending of information from multiple modalities with the available semantic evidence to enhance the emotion recognition process.

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DO - 10.1007/978-3-540-85099-1_9

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BT - Proceedings of Interspeech 2008 incorporating SST 2008

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ER -

The Composite Sensing of Affect

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