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…