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Application of the Keyword Recognition in the Network Monitoring

Application of the Keyword Recognition in the Network Monitoring
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摘要 In this paper, the specific application of key words Spotting used in the network monitoring is studied, and the keywords spotting is emphasized. The whole monitoring system is divided into two mod-ules: network monitoring and keywords spotting. In the part of network monitoring, this paper adopts a method which is based on ARP spoofing technology to monitor the users' data, and to obtain the original audio streams. In the part of keywords spotting, the extraction methods of PLP (one of the main characteristic arameters) is studied, and improved feature parameters- PMCC are put forward. Meanwhile, in order to accurately detect syllable, the paper the double-threshold method with variance of frequency band method, and use the latter to carry out endpoint detection. Finally, keywords recognition module is built by HMM, and identification results are contrasted under Matlab environment. From the experiment results, a better solution for the application of key words recognition technology in network monitoring is found.
出处 《Journal of Measurement Science and Instrumentation》 CAS 2011年第2期144-147,共4页 测试科学与仪器(英文版)
基金 supported by the Natural Science Foundation of Guangxi Province(No.60961002)
关键词 network monitoring keywords spotting PLP PMCC Hidden Markwv Model(HMM) 网络监控 识别模块 应用程序 关键字 Matlab环境 端点检测 ARP欺骗 关键词
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参考文献6

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