Jiri Mekyska

Layer-Aware Early Fusion of Acoustic and Linguistic Embeddings for Cognitive Status Classification

Speech contains both acoustic and linguistic patterns that reflect cognitive decline, and therefore models describing only one domain cannot fully capture such complexity. This study investigates how early fusion (EF) of speech and its corresponding transcription text embeddings, with attention to e…