Shannon Energy Algorithm for Heart Sound Signal Envelope Extraction

The Shannon Energy Algorithm is employed to extract envelopes from heart sound signals. Additionally, a training program is provided for signal processing, primarily focused on feature extraction to enable signal classification and recognition through machine learning techniques.

Convolutional Neural Network (CNN) Algorithm for Deep Learning Implementation

This program implements the Convolutional Neural Network (CNN) algorithm for deep learning, featuring separate training and testing modules with comprehensive functionality for model development and evaluation.

Speaker Recognition GMM Model Training

MATLAB implementation for GMM speaker recognition model training, requiring integration with Voicebox toolbox for MFCC feature extraction and k-means clustering initialization.