| 语音识别中HMM与自组织神经网络结合的混合模型 |
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| 引用本文： | 李晶皎,孙杰,张俐,姚天顺.语音识别中HMM与自组织神经网络结合的混合模型[J].东北大学学报(自然科学版),1999,20(2):4-147. |
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| 作者姓名： | 李晶皎 孙杰 张俐 姚天顺 |
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| 作者单位： | 东北大学信息科学与工程学院 |
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| 基金项目： | 国家自然科学基金,国家教委博士点专项基金 |
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| 摘 要： | 基于隐马尔可夫模型和自组织神经网络模型提出了一种用于语音识别的混合模型,给出了训练调整权向量的算法,实验结果表明其在语音识别中具有很好的性能·
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| 关 键 词： | 隐马尔可夫模型 自组织神经网络 语音识别 |
Hybrid Model of Hidden Markov Models and a Self-Organizing Neural Network Model in Speech Recognition |
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| Li Jingjiao,Sun Jie,Zhang Li,Yao Tianshun.Hybrid Model of Hidden Markov Models and a Self-Organizing Neural Network Model in Speech Recognition[J].Journal of Northeastern University(Natural Science),1999,20(2):4-147. |
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| Authors: | Li Jingjiao Sun Jie Zhang Li Yao Tianshun |
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| Abstract: | A hybrid model based on hidden Markov models and a self organizing neural network model,are proposed.The models can be used for speech recognition. The algorithm of training and adjusting coefficient vectors is given. Experimental results show the efficiency of the new algorithm in speech recognition. |
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| Keywords: | hidden Markov models a self organizing neural network model speech recognition |
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