Automatic Determination Algorithm for Optimum Number of States in Discrete-Type HMnet
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概要
- 論文の詳細を見る
We have proposed a construction algorithm of an HMnet-based language model. Traditional construction algorithms did not propose how to determine an optimum number of states of an HMnet good for test set. Therefore, it is necessary to execute preliminary experiments for determination of number of states because the optimum number of states is changed by various factors. In this paper, we proposed an automatic determination method. For each number of states, the proposed algorithm can estimate the likelihood for test samples using training samples. Experimental results showed the proposed algorithm could determine optimum number of states.
- 社団法人電子情報通信学会の論文
- 2002-02-01
著者
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Makino Shozo
Graduate School Of Engineering Tohoku University
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Suzuki Motoyuki
Information Synergy Center Graduate School Of Information Sciences Tohoku University
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