Bias and Fairness in Self-Supervised Acoustic Representations for Cognitive Impairment Detection

Kashaf Gulzar, Korbinian Riedhammer, Elmar Nöth +2

Speech-based detection of cognitive impairment (CI) offers a promising non-invasive approach for early diagnosis, yet performance disparities across demographic and clinical subgro…