Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
heartbeat audio sound signal. Mel frequency cepstrum coefficient (MFCC) is extracted. The power spectrogram of the first 5 s of the heartbeat signals is shown above. The downsampling technique reduces the sampling frequency of each heartbeat audio file to the sizes of 20,000 Hz and 300 Hz frame