Sequential clustering algorithm for Gaussian mixture initialization

A simple sequential algorithm for deriving initial values for Gaussian mixture parameters used in HMM-based speech recognition is presented. The proposed algorithm sequentially clusters the training frames, in the order in which they are available and according to the density to which they are assoc... View More