Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
Results 2.1. Ablation Studies Left: Different Convolution Kernels, Right: Different Features in 1D CNNs Table 1: Under the same convolution kernel size, when the convolution kernel is increased from 1D to 2D, the recognition accuracy is reduced. Table 2: Deep features extracted by DAE in this study