2 papers
cs.SD2025
Domain-Agnostic Causal-Aware Audio Transformer for Infant Cry Classification
Geofrey Owino, Bernard Shibwabo Kasamani, Ahmed M. Abdelmoniem +1
Accurate and interpretable classification of infant cry paralinguistics is essential for early detection of neonatal distress and clinical decision support. However, many existing…
cs.LG2025
Privacy-Enhancing Infant Cry Classification with Federated Transformers and Denoising Regularization
Geofrey Owino, Bernard Shibwabo
Infant cry classification can aid early assessment of infant needs. However, deployment of such solutions is limited by privacy concerns around audio data, sensitivity to backgroun…