Saakyan, William and Hakobyan, Olya and Drimalla, Hanna (2021) Representational bias in expression and annotation of emotions in audiovisual databases. In: Proceedings of the 1st International Conference on AI for People: Towards Sustainable AI, CAIP 2021, 20-24 November 2021, Bologna, Italy.
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Abstract
Emotion recognition models can be confounded by representation bias, where populations of certain gender, age or ethnoracial characteristics are not sufficiently represented in the
training data. This may result in erroneous predictions with consequences of personal relevance
in sensitive contexts.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Date Deposited: | 04 Mar 2026 14:53 |
| Last Modified: | 17 Apr 2026 07:14 |
| URI: | http://eprints.eai.eu/id/eprint/36976 |
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