A training-free method quantifies dysarthria severity via d-prime scores on phonological contrasts in HuBERT embeddings, correlating with clinical ratings across 5 languages and multiple conditions.
Librispeech: An ASR corpus based on public domain audio books
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Training-Free Cross-Lingual Dysarthria Severity Assessment via Phonological Subspace Analysis in Self-Supervised Speech Representations
A training-free method quantifies dysarthria severity via d-prime scores on phonological contrasts in HuBERT embeddings, correlating with clinical ratings across 5 languages and multiple conditions.