Explainable Singing Emotion Recognition

An emotion recognition framework that combines singing-specific acoustic features with interpretability tools such as SHAP and GRAD-CAM, aiming to link model predictions directly to measurable vocal phenomena and thereby improve decision transparency and cross-singer generalization.