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语音识别相关技术研究 被引量:3

Research on Speech Recognition Related Technology
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摘要 语音识别技术是实现信息和通信技术的重要组成部分之一,同样也为人工智能、模式识别等领域提供了重要的技术支撑.随着语音识别技术的不断进步,会推动相关领域的发展,本文结合语音识别技术当前的发展趋势,对语音识别技术中的语音模型和声学模型进行深层次的分析与对比,以此探讨语音识别技术今后的发展方向. Speech recognition technology is one of the important components to realize information and communication technology.It also provides important technical support for artificial intelligence,pattern recognition and other fields.With each advancement of speech recognition technology,the development of related fields will be promoted.This article combines the current development trend of speech recognition technology to conduct in-depth analysis and comparison of speech models and acoustic models in speech recognition technology to discuss speech Identify the future development direction of technology.
作者 肖安帅 樊国华 崔泽坤 吴致远 Xiao Anshuai;Fan Guohua;Cui Zekun;Wu Zhiyuan(Department of Information Technology,Shengli College China University of Petroleum,Dongying Shandong 257061,China)
出处 《信息与电脑》 2020年第16期138-140,共3页 Information & Computer
基金 2019年大学生创新训练计划项目“老人语言模糊识别技术的应用与研究”(项目编号:S201913386018)阶段性成果之一。
关键词 语音识别 GMM-HMM模型 DNN-HMM模型 DNN-CTC模型 speech recognition GMM-HMM model DNN-HMM model DNN-CTC model
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  • 1HONG Qing-yang, ZHANG Cai-hong, CHEN Xiao-yang, et al. Embedded speech recognition system for intelligent robot [J]. IEEE, 2007, 16(9): 35-38.
  • 2RABINER L R, JUANG B H. Fundamentals of speech recognition [M]. Englewood Cliffs: Prentice-Hall, 1993.
  • 3邹超君 黄琰 邓秋香.基于HMM与神经网络的语音识别技术研究.中国水运,2007,15(11):118-119.
  • 4HECTOR Perez-Meana. Global advances in audio and speech signal processing technologies and applications [M]. [S. l.]: Team LinG, 2007.
  • 5谢锦辉.隐马尔可夫模型及其在语音识别中的应用[M].武汉:华中理工大学出版社,1995.
  • 6RABINER Lawrence R. A tutorial on hidden Markov model and selected applications in speech recognition[J].IEEE, 1989, 2: 257-286.
  • 7SHILPI Dwivedi, ASHISH Dutta, AMITABHA Mukerjee, et al. Development of a speech interface for control of a biped robot [J]. Proceedings of the 2004 IEEE International Workshop on Robot and Human Interactive Communication, 2004, 9(20-22): 601-605.

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