Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Medical.
two-class (normal and abnormal) problems of heart sounds classification. Diverse data distribution: Even the best model trained on the PhysioNet/CinC Challenge datasets [23] achieved only 50.25% accuracy when tested on the HSSDB dataset. Moreover, a more powerful deep learning models are needed,