3 papers
cs.CL2026
Where Do Self-Supervised Speech Models Become Unfair?
Felix Herron, Maja Hjuler, Solange Rossato +2
Speech encoder models are known to model members of some speaker groups (SGs) better than others. However, there has been little work in establishing why this occurs on a technolog…
cs.CL2025
EmoTale: An Enacted Speech-emotion Dataset in Danish
Maja J. Hjuler, Harald V. Skat-Rørdam, Line H. Clemmensen +1
While multiple emotional speech corpora exist for commonly spoken languages, there is a lack of functional datasets for smaller (spoken) languages, such as Danish. To our knowledge…
cs.SD2025
Exploring Local Interpretable Model-Agnostic Explanations for Speech Emotion Recognition with Distribution-Shift
Maja J. Hjuler, Line H. Clemmensen, Sneha Das
We introduce EmoLIME, a version of local interpretable model-agnostic explanations (LIME) for black-box Speech Emotion Recognition (SER) models. To the best of our knowledge, this…