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.
Quantitative description of the dysarthria in women with amyotrophic lateral sclerosis
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.