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多位朝鲜语数字语音识别方法的研究
引用本文:朴明姬,芦世丹,崔荣一.多位朝鲜语数字语音识别方法的研究[J].延边大学理工学报,2011(4):337-341.
作者姓名:朴明姬  芦世丹  崔荣一
作者单位:延边大学工学院计算机科学与技术系智能信息处理研究室,吉林延吉133002
摘    要:针对朝鲜语数字串语音识别中单位符号容易被误判为数字的问题,提出了基于朝鲜语数字串结构特点的识别方法.首先,对事先采集好的语音样本提取特征并存储成数字模板和单位符模板;其次,将数字串测试样本切分成孤立的数字或单位符并提取特征参数;最后,根据朝鲜语数字串发音特点,即若前1个孤立词已被识别为数字,那么后1个被默认为单位符并且只与存储单位符号的模板进行匹配.实验结果表明,该方法不仅可以获得较高的正确识别率,同时提高了识别效率.

关 键 词:语音识别  朝鲜语数字语音  美尔频率倒谱系数  动态时间规整

Recognition of Multi-digit Korean Number Speech
PIAO Ming-ji,LU Shi-dan,CUI Rong-yi.Recognition of Multi-digit Korean Number Speech[J].Journal of Yanbian University (Natural Science),2011(4):337-341.
Authors:PIAO Ming-ji  LU Shi-dan  CUI Rong-yi
Affiliation:Intelligent Information Processing Lab. , Deptarment of Computer Science & Technology, College of Engineeing, Yanbian University, Yanji laaOO2, China )
Abstract:According to the problem that Korean numbers speech recognition unit symbol is mistaken for a number, a recognition method based on characteristics of Korean digital string is proposed. First of all, the feature of speech samples were extracted and stored into a digital template and digits template; Second, cutting the string of numbers into an isolated symbol and extracting feature parameters; Finally, according to the characteristics of Korean pronunciation of the number string, that is, if the previous word has been identified as an isolated number, the unit is a default symbol for the next one and matching with only the unit template. Experimental results show that the method can not only obtain a higher recognition rate, but also improve the recognition efficiency.
Keywords:speech recognition  Korean digital speech  Mel-frequency-cepstrum coefficients  dynamic timewarping
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