An Algorithm of Speaker Clustering Based on Model Distance

An algorithm based on Model Distance (MD) for spectral speaker clustering is proposed to deal with the shortcoming of general spectral clustering algorithm in describing the distribution of signal source. First, an Universal Background Model (UBM) is created with a large quantity of independent speakers; Then, Gaussian Mixture Model (GMM) is trained from… CONTINUE READING