Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Medical.
approaches based on deep learning are mainly divided into CNN, RNN, and hybrid methods. 2.1. 2D CNN e.g.: In authors’ previous study [33], they propose a method by using a combination of Inception and ResNet networks to develop a 138-layer CNN network. Although 2D feature maps provide good