Beyond Binary: Speech Representations Across the Cognitive Score Hierarchy. - Serli Kopar; Roshan Prakash Rane; Christian Mychajliw; Lydia Federmann; Gerhard Eschweiler; Daniela Berg; Sam Gijsen; Paula Andrea Pérez-Toro; Kerstin Ritter (CoRR, 2026)