The first heart sound, or S1, is the "lub" of a normal heartbeat. It's a high-pitched sound that occurs at the beginning of systole—when the heart pumps blood out of the heart into the lungs or body.

Heart sound analysis is an essential area of research in cardiology, focusing on the detection and classification of heart conditions through the analysis of phonocardiogram (PCG) signals. These ...