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

机译:一种为日语识别系统生成英语发音词典的方法

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In this paper, we propose a method for generating a pronunciation dictionary extracting typical pronunciations for each word from speech data uttered by Japanese speakers as 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,我们提出了一种用于生成发音词典的方法,提取日本扬声器发出的语音数据的每个单词的典型发音作为语音识别的一种方法,这些方法是由日本扬声器发出的英语演讲,其母亲Toague不是英语的语音识别。该方法包括三个进程:使用日本扬声器发出的英语言语的扬声器适应扬声器的一个过程;使用音素打字机将日本扬声器的英语翻译成英文音素系列的过程;通过群集技术选择了代表性音素系列的过程,从而获得了关于每个单词的MAMUTPERIPLECOME系列。我们还在识别阶段提出了一个扬声器适应Mehtod。在该方法中,音素HMMS适用于目标扬声器,其具有表示使用上述方法提取的典型发音的音素标签系列。

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