Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Medical.
pre-processing techniques are applied to eliminate the noise by applying a band-pass filter (50–800 Hz frequency). After that, the size of the heartbeat sound signal is fixed by converting sampling frames into a 50,000 frame for each heartbeat sound file. Then, down-sampling techniques are applied