aptr288 / Heart_Sound_Classification

This repository consists of all the work done regarding Heart sound classification employing ANN, CNN and other methods, Android Application deployed with predictive model is also included.

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Heart_Sound_Classification

Audio Classification ANN CNN Keras -This folder shows work done to parse audio files and extract features from them to train different Neural Networks and improve performance by hyper parameter tunning.
SmartAuscaltationApp - Developed Android Application which using Stethoscope setup can record, analyze and classify user heart sounds providing preliminary results.
Matlab audio filtering and feature extraction - Audio signal processing works done to denoise the audio file for better prediction and pattern exposure.
ML Project Initial Implementations - Initial works done with limited data.

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This repository consists of all the work done regarding Heart sound classification employing ANN, CNN and other methods, Android Application deployed with predictive model is also included.


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