Figure 1.

Block diagram of the lung sound preprocessing pipeline: at first audio samples are resampled at 4000 Hz, next each resampled signal is segmented into distinct respiratory cycles based on the experts’ annotations, and, finally, respiratory cycles of fixed duration are created using either signal cropping or sample padding.