Deep Learning, Artificial Intelligence, Heart Sounds, Sound Classification, Cardiology.
signals. Time stretch: randomly slow down or speed up the sound. Time shift: shift audio to the left or the right by a random amount. Add noise: add some random values to the sound. Control volume: randomly increasing or decreasing the volume of the audio. 2. Proposed CNN-LSTM & FFT-CNN-LSTM 2.1.