Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Medical.
typical example, the 1D PCG time series is directly used as the 1D CNN without any spatial domain transform such as STFT or DWT. e.g.: [37] proposed a novel 1D deep CNN for PCG patch classification. 1D CNN obtains classification performance comparable with that of the 2D CNN without the requirement