用反馈式语音识别理解方案进行汉语短语的识别理解
CHINESE PHRASE RECOGNITION AND UNDERSTANDING WITH INFORMATION FEEDBACK
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摘要: 汉语语音理解系统的任务之一是把语音识别系统获得的汉语单音节转换成正确的汉字、词,乃至汉语的短语、语句,与语音识别系统一起,完成一个语音到文本(speech to text)的转换系统。本文利用一个闭环反馈方式汉语语音识别理解方案,在汉语词识别理解的基础上,进一步实现对汉语结构性短语的识别理解,获得了预期的结果。最后本文对实验结果和反馈式语音识别理解方案进行了讨论。
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关键词:
- 语音识别; 语音理解; 反馈
Abstract: It is one of the tasks of Chinese speech understanding system that translates Chinese syllable from Chinese speech recognition system into a correct Chinese character, word, and phrase, sentence, and it will implement the task of speech to text altogether with Chinese speech recognition system. This paper makes a system on Chinese phrase understanding with a close ring approach with information feedback, which based on Chinese word recognition system. This system can understand the special constructed phras,a predicted result on this experiment is achieved. Finally, this paper gives a conclusion on the experiment and summary about the approach with information feedback. -
Lee. L. F, et al. A best-first language processing model integrating the unification grammar and[2]Markov language model for speech recognition application. IEEE Trans. on SAP, 1993, 1(2), 221-240.[3]Bahl. L. R, et al. A tree-based statistical language model for natural language speech recognition.[4]IEEE bans. on ASSP, 1989, 37(11), 1001-1008.[5]傅秋良,袁保宗.一种新的语音识别理解方法.北方交通大学学报,1996, 20(2), 131-135.[6][4][7]Fu laiuliang, Yuan Baozong, Lin Biqin. Chinese word recognition and understanding with information feedback, ICSP96, Beijing: Oct. 1996, 737-740. 期刊类型引用(5)
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