Introduces an instance-level influence-based XAI method for dysarthria severity assessment that explains predictions by computing per-utterance influence scores from training samples and validates them via controlled deletion experiments.
Available: https://arxiv.org/abs/2408.15775
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Towards Dys-XAI: Influence-Based Explanations for Dysarthria Severity Assessment
Introduces an instance-level influence-based XAI method for dysarthria severity assessment that explains predictions by computing per-utterance influence scores from training samples and validates them via controlled deletion experiments.