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计算机工程 ›› 2006, Vol. 32 ›› Issue (10): 186-188.

• 人工智能及识别技术 • 上一篇    下一篇

一种基于联合得分的孤立词语音识别系统

邝航宇,张 军,季 飞,韦 岗   

  1. 华南理工大学电子与通信工程系,广州 510640
  • 出版日期:2006-05-20 发布日期:2006-05-20

An Isolated Word Recognition System Based on Combination Score

KUANG Hangyu, ZHANG Jun, JI Fei, WEI Gang   

  1. School of Electronic & Communication Engineering, South China University of Technology, Guangzhou 510640
  • Online:2006-05-20 Published:2006-05-20

摘要: 介绍了一种基于联合得分的实时孤立词语音识别系统。在识别阶段,通过内插向量得到两种改进的DTW 算法,并且和基本的DTW联合起来对语音进行识别,得出各自的识别结果,最后把所有的结果联合起来得到最终的识别结果。通过在TI46 语音库和实时运行的实验表明,系统在低信噪比的环境下和实时运行的环境中,都可以获得比一般只应用DTW 算法的识别系统更高的识别率。

关键词: 语音识别;端点检测;联合得分

Abstract: A real-time speech recognition system is presented based on a combination score. In the process of recognition, two improved DTWs are attained by vector-interpolation. The two improved DTW recognizers are then combined with original DTW recognizers to recognize speech.Based on the experiments with TI46 database and in real-time test, this system can achieve higher recognition rate than solely DTW-based recognition system in low SNR environments and in real-time environment

Key words: Speech recognition; Endpoint detection; Combination score