I am trying to implement a speaker recognition system in MATLAB. I am using Gaussian Mixture Models (GMM) for speaker modelling and maximizing the posterior probabilities for classification.
The gmdistribution.fit function returns the covariance matrix diagonals. How do I get the determinant from the diagonal elements?
Is the product of the diagonal elements the determinant?