The algorithm ranked 6th in the PhysioNet/Computing in Cardiology Challenge 2016 Sensitivity: 0.8063, Specitivity: 0.8766, Overall challenge score: 0.8415
Python 2.7 Keras 1.0.1
To try out the code you need to create two separate folders for Normal and Abnormal .wav files and insert them into hb_prediction_v2.py normal_folder='', abnormal_folder=''
Example usage: python hb_prediction_v2.py -o train python hb_prediction_v2.py -o test -i filename