Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiovascular Disease.
function, pooling layer, flatten layer, fully connected layer, and output layer. For 2D-CNN, pretrained GoogleNet, ResNet50, and ResNet101 are used. 1.4. Ensemble Ensemble The final soft labels from 1D-CNN and 2D-CNN are combined to be the final prediction. 2. Results The ensemble of 1D-CNN and