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两次应用DP匹配的阶层式单词识别法

A New Hierarchical Method for Recognition of Isolated words through Twi-Matching of DP

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【作者】 赵国田; 王承发;

【Author】 Zhao Guotian Wang Chengfa

【机构】 哈尔滨工业大学语言信号处理研究室; 哈尔滨工业大学语言信号处理研究室;

【摘要】 本文介绍一个新的阶层单调识别技术。它立足于应用动态规划匹配法时匹配距离的收敛性。在第一阶段用窄窗孔匹配选出候补单词,在第二阶段用宽窗孔匹配,从其中选出正解单词。它不需要为两个阶段分别计算特征参量。与非阶层式相比,它可以节省约78%的识别时间。第一阶段取10%的候补单词时可做到无遗漏,保持了非阶层式的识别精度。在这一点上,它优于用粗分帧平均特征的阶层式单词识别法。

【Abstract】 In this paper a new technique-a hierarchical method for recognition of iso- lated words is introduced. It is based on the astringency of the DP matching distance. During the initial stage of rude DP-matehing-eandidate words are selected through a narrow matching window. During the second stage these candidates are matched through a wide window, and the proper word is selected as the result of recognition.This method will save 78% the recognition time as compared with the non-hierarchical method. If 10% the candidates is selected, no omission will be found in the first stage, The recognition accuracy of the non-hierarchical method remains in the new method. The experiments and the selection of optimal candidate data are also described in this paper.

【关键词】 动态规划; 候补者; 匹配;
【Key words】 Dynamic programming; candidate; matching.;
  • 【文献出处】 哈尔滨工业大学学报 ,Journal of Harbin Institute of Technology , 编辑部邮箱 ,1986年03期
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