Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Medical.
Initially, all the signals taken from the databases are decimated to a sampling frequency of 4 kHz and amplitude-normalized. The first stage of the system decomposes the signal into different frequency bands using the modified Empirical Wavelet Transform (mEWT) method. To achieve this, the first