Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
convolution layer, where Cout = 1 which provides the corresponding denoised output sequence, yˆt. At skip connection, the Bi-LSTM module is used as it can internally concatenate the forward and backward vectors to a single vector to learn the long-term dependencies with fewer parameters. 2. Dataset