Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiovascular Disease.
Bottom Branch: Multi-Head Transformer Encoder with 4 heads (MHTE-4) module is used. To reduce the computational effort, global pooling is used for the heart sound feature maps and then the features are sampled before sending them to the MHTE-4 in parallel. Combining CNNs and Transformer is an