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MULTI-STAGE SPEECH RECOGNITION APPARATUS AND METHOD FOR MULTI-STAGE SPEECH RECOGNITION IN MULTI-STAGE SPEECH RECOGNITION APPARATUS

机译:多阶段语音识别装置以及用于多阶段语音识别装置中的多阶段语音识别方法

摘要

A multi-step speech recognition apparatus and a multi-step speech recognition method at the multi-step speech recognition apparatus are provided to determine a final recognition word string by reflecting the word string and reliability of optimal N phoneme series, obtained through phoneme recognition performance, to a word string recognition result, thereby improving the performance of voice recognition. A voice feature extracting unit(110) extracts voice feature data from an inputted voice signal. A phoneme recognition unit(120) determines optimal N phoneme series which are most close to the extracted voice feature data. A word recognition unit(130) acquires a word string for each of the optimal N phoneme series. By utilizing an accumulation likelihood value, a reliability extracting unit(140) extracts reliability for each of the optimal N phoneme series. A final recognition result determining unit(150) determines a final recognition word string based on the each extracted reliability and the acquired N word strings.
机译:提供了一种多步语音识别装置和在该多步语音识别装置处的多步语音识别方法,以通过反映通过音素识别性能获得的最佳N个音素系列的单词串和可靠性来确定最终识别单词串。 ,以识别字符串,从而提高语音识别的性能。语音特征提取单元(110)从输入的语音信号中提取语音特征数据。音素识别单元(120)确定最接近提取的语音特征数据的最优N个音素系列。单词识别单元(130)针对最佳的N个音素系列中的每一个获取单词串。通过利用累积似然值,可靠性提取单元(140)针对最优N个音素系列中的每一个提取可靠性。最终识别结果确定单元(150)基于每个提取的可靠性和所获取的N个单词串来确定最终识别词串。

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