Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
obtained from the Physionet database were used, with a sampling frequency of 2 KHz and 1 s of duration. Optimization: the Adam optimizer was used. Loss function: a binary, cross-entropy function was used. 2. Results 2.1. Visualization Synthetic Signals At Different Number of Epochs It was observed