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基于HTK的语音识别系统设计 被引量:23

Design of Speech Recognition System Based on HTK
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摘要 HTK是英国剑桥大学开发的一套基于C语言的语音处理工具箱,广泛应用于语音识别、语音合成、字符识别和DNA排序等领域。文中主要介绍了HTK的基本原理和软件结构,并且针对HTK工具箱进行了二次开发,设计开发了一套完整的语音识别输入系统及其相应的测试平台,并验证了该语音识别系统的识别率,实验表明,该系统取得了较好的语音输入效果。 HTK is a Clanguage- based toolkit developed by CUED meanly used for speech signal reorganization, speech synthesis, character reorganization, DNA compositor and so on. HTK's general principles and software architecture is discussed in this paper and a suit of speech recognition system is designed based on HTK using further development technology. A test platform is also designed to test this system and gives the correct rate. Experimental results are satisfied.
机构地区 西安工业大学
出处 《计算机技术与发展》 2006年第10期37-38,41,共3页 Computer Technology and Development
关键词 HTK 语音识别 HMM HTK speech recognition HMM
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  • 1Richard V. Cox, "Speech and language processing for next-millennium communications services", Proc. IEEE, Vol.88, No.8, 1314-1338, 2000.
  • 2Claudio Becchetti, Lucio Prina Ricotti. Speech Recognition Theory and C++ Implementation, John Wiley, Snos Ltd, Ch2, 28-66, 1999.
  • 3Lawrence Rabiner, Biing-Hwang Juang. Fundamentals of Speech Recognition.[M] Prentice-Hall International,Inc. 1999.
  • 4Steve Young, The HTK Book, Entropic Ltd. 1999.
  • 5刘镜,刘加.置信度的原理及其在语音识别中的应用[J].计算机研究与发展,2000,37(7):882-890. 被引量:13

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