Probabilistic Lda, Gmm, Generative Model, Getting Started.
Φw is within-class covariance positive definite matrix. We obtain a transformation matrix V which converts Φw and Φb to diagonal matrices simultaneously, given as: where I is identity matrix and Ψ is diagonal matrix. Thus we decorrelated each dimension of the data samples. Now parameters of PLDA