A bandit-weighted cross-attention fusion of codec and spectral audio features is reported to improve heart murmur classification in the paper's own experiments.
Dataset We use CirCor DigiScope dataset [18], available on PhysioNet [19]
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Towards Fusion of Neural Audio Codec-based Representations with Spectral for Heart Murmur Classification via Bandit-based Cross-Attention Mechanism
A bandit-weighted cross-attention fusion of codec and spectral audio features is reported to improve heart murmur classification in the paper's own experiments.