In this project, first task was to locate the sounds particular to a heart within the audio data and then segment the audio files on the basis of the two sounds. I have used supervised approach to solve this segmentation problem.This segmentation is very helpful in detection of the Cardiovascular Diseases (CVDs). Audio samples have been provided in the Atraining_normal folder. The segmented file is also provided to train the model. Convolutional neural network has been trained to predict the two sounds S1 and S2.
shantanu10/Heart-Sound-Segmentation
In this project, first task was to locate the sounds particular to a heart within the audio data and then segment the audio files on the basis of the two sounds. This segmentation is very helpful in detection of the Cardiovascular Diseases (CVDs).
Jupyter Notebook