Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
× 64 log Mel spectrograms are extracted from the audio signals in the HSS corpus using a Hamming window of 256 samples width with 50% overlap and 64 Mel frequency bins. Then, the Log Mel spectrogram is fed into a CNN model. During training, all models are learnt with an Adam optimiser and a batch