Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
1.1. Model Architecture LSTM U-Net (LU-Net) Model Architecture The proposed network is a convolutional encoder-decoder-based architecture with bi-directional long short term memory (Bi-LSTM) modules in the skip connections. Encoder Path: 1D convolution layers with ReLU are used. Last Encoder_i=2–5