Four approaches for dysarthria severity classification were compared using the SAND dataset; a feature-engineered XGBoost ensemble achieved the highest macro-F1 score, while deep learning models offered competitive performance.
arxiv.org
SAND Challenge: Four Approaches for Dysartria Severity Classification
Gauri Deshpande, Harish Battula, Ashish Panda, Sunil Kumar Kopparapu