This stage involves extraction of single cardiac cycle of a PCG signal after peak conditioning. Peak conditioning is performed for the peaks obtained using homomorphic filtering, which enables cycle detection process. Peaks which do not correspond to the first and second HSs are rejected. Parameters of the peak like peak width, peak start point, peak end point and distance between peaks are found.