AINeutralarXiv – CS AI · 10h ago6/10
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Explainable AI in Speaker Recognition -- Attention Map Visualisation and Evaluation
Researchers propose a new method called Modified RISE-eval to evaluate attention map visualizations in AI speaker recognition systems. The study systematically reviews existing Class Activation Map (CAM)-based evaluation techniques and demonstrates how GradCAM and LayerCAM perform differently under various conditions, advancing the field of explainable AI (XAI) by making neural network decision-making more transparent and interpretable.