Fig. 7
From: Gated recurrent unit-based heart sound analysis for heart failure screening

Automatic S1 onset marking using LR-HSMM and period synchronous segmentation into 1.6 s frames. The dotted lines are the S1 onset and the red lines are the end boundaries of frames: a is without overlap; b is with overlap