【24h】

A Method of Generating English Pronunciation Dictionary for Japanese English Recognition Systems

机译:用于日语英语识别系统的英语发音词典的生成方法

获取原文

摘要

In this paper, we propose a method for generating a pronunciation dictionaryextracting typical pronunciations for each word from speech data uttered by Japanese speakersas one approach to speech recognition targeting English speech uttered by Japanese speakers whose mother toague is not English. This method includes three processes: a process in which English phneme HMMs (Hidden Markov Models) are adapted to the speaker using English speech uttered by a Japanese speaker; a process in which English by a Japanese speaker is translated into an English phoneme series using a phoneme typewriter; and a process by which represnetative phoneme series are selected with a clustering technique fro mmultiple phoneme series derived with respect to each word. We also propose a speaker adaptation mehtod in a recognition phase. In this method, the phoneme HMMs are adapted to the target speaker with a phoneme label series that expresses the typical pronunciation extracted using the above method.
机译:在本文中,我们提出了一种生成语音词典的方法,该词典从日语使用者说​​出的语音数据中提取每个单词的典型发音,作为针对母语为母语但不是英语的日语使用者说​​出英语语音的语音识别方法。该方法包括三个过程:使用日语说话者说出的英语语音使英语音素HMM(隐藏马尔可夫模型)适应讲话者的过程;使用日语音素打字机将日语使用者的英语翻译成英语音素系列的过程;以及使用针对每个单词推导的多个音素系列的聚类技术来选择代表音素系列的过程。我们还提出了在识别阶段的说话人适应方法。在这种方法中,音素HMM通过音素标签系列适应目标说话者,该音素标签系列表示使用上述方法提取的典型发音。

著录项

相似文献

  • 外文文献
  • 中文文献
  • 专利
获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号