IEEE

Domain-Agnostic Causal-Aware Audio Transformer for Infant Cry Classification

Abstract: Accurate and interpretable classification of infant cry paralinguistics is vital for early diagnosis of neonatal distress and clinical decision support. However, most existing deep learning ...
IEEE

Few-Shot Open-Set Audio Classification Using Attention Information-Fused Prototypes

Abstract: Most existing audio classification methods suppose that each query (testing) sample belongs to a class of support (training) samples, and misrecognize samples of unseen classes as seen ...