Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
entire process can be considered a reconstruction process. The loss function is either Squared Difference: Or Cross Entropy: To prevent overfitting, noise is added to the input data (the input layer of the network), thereby making the learned encoder robust and enhancing the generalization