Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
Conv and one dense layer as above. 1.4. 2D CNN as Baseline 2D CNN as Baseline The above 2D CNN model is used as baseline for comparison. Authors think that the 2D CNNs cannot adapt well to the 1D characteristics of speech because two dimensions have completely different physical meanings. 2.