Solange Rossato
2 papers · Latest:
Human-Computer Interaction
Enhancing multimodal affect recognition in healthcare: the robustness of appraisal dimensions over labels within age groups and in cross-age generalisation
This paper shows that appraisal dimensions are more robust than categorical labels for multimodal affect recognition across different age groups in healthcare AI.
2604.27938
Natural Language ProcessingIdentifying and typifying demographic unfairness in phoneme-level embeddings of self-supervised speech recognition models
This paper identifies and typifies two types of demographic unfairness (random error vs. systematic bias) in ASR phoneme embeddings, finding both contribute to performance disparities.
2604.22631
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