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Dardenne Guillaume

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#machine learning Preprint Oct 2026

Self-Supervised Speech Representations for Cross-Speaker Dysarthria Detection During Awake Craniotomy

Detecting intra-operative speech impairment during awake craniotomy is essential for preserving language function. However, automated detection remains challenging because operating-room recordings contain substantial acoustic interference, clinically relevant speech events are rare, and available cohorts are small and...

K. Chinmayi, Abdallah Nassib, Misy Harrison et al. · 0 citations

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