ESTIMATION OF HMM PARAMETERS BASED ON GRADIENTS

摘要

Based on the matrix representation, a new method is proposed to calculate the partial derivatives of the likelihood probability of an HMM with respect to its parameters. Experimental results are presented and a comparison is made with other methods.