Two methods of parameter estimation of discrete observation in HMM are proposed in this paper. One estimates the transition probability and the distribution of discrete symbol set at first. Each state is assumed to be from a Gaussian distribution.

 
  • 給出了兩種離散HMM參數估計,一種是首先估計HMM的轉移概率和直接估計離散符號集的分布,然后假設各狀態(tài)都是正態(tài)分布,再從符號集的離散概率分布,來(lái)估計正態(tài)概率分布的參數(GMM);
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