Cross-Lingual Parkinson's Disease Severity Assessment Using Pre-trained Speech Embeddings: A Multi-Class Evaluation
This work evaluates pre-trained embeddings from four state-of-the-art open-source SFMs across three datasets in zero-shot and k-shot cross-lingual settings for multi-class PD severity assessment and shows that pre-trained speech embeddings enable meaningful cross-lingual transfer, although performance is sensitive to d...
Simon Pals, Cristian Tejedor-García
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