Lauren Stumpf

Multilingual Speaker-Invariant Dysarthria Severity Assessment Using Adversarial Domain Adaptation and Self-Supervised Learning

Traditional assessments for dysarthria are subjective and time-consuming, highlighting the need for automated, objective approaches that can be scaled for remote and resource-constrained environments. This paper introduces an adversarial domain adaptation framework tailored for dysarthria severity a…