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自动语音识别

6.345 Automatic Speech Recognition
课程网址: http://ocw.mit.edu/courses/electrical-engineering-and-computer-sc...  
主讲教师: Dr. James Glass; Prof. Victor Zue
开课单位: 麻省理工学院
开课时间: 信息不详。欢迎您在右侧留言补充。
课程语种: 英语
中文简介:
6.345向学生介绍了快速发展的语音自动识别领域。其内容分为三个部分。第一部分论述了语音产生的声学理论、声学语音学和信号表示的背景材料。第二部分描述了语音识别系统的算法方面,包括模式分类、搜索算法、随机建模和语言建模技术。第三部分比较和对比了语音识别的各种方法,并描述了用于声学语音建模、稳健语音识别、说话人适应、处理副语言信息、语音理解和多模式处理的先进技术。
课程简介: 6.345 introduces students to the rapidly developing field of automatic speech recognition. Its content is divided into three parts. Part I deals with background material in the acoustic theory of speech production, acoustic-phonetics, and signal representation. Part II describes algorithmic aspects of speech recognition systems including pattern classification, search algorithms, stochastic modelling, and language modelling techniques. Part III compares and contrasts the various approaches to speech recognition, and describes advanced techniques used for acoustic-phonetic modelling, robust speech recognition, speaker adaptation, processing paralinguistic information, speech understanding, and multimodal processing.
关 键 词: 自动语音识别; 声学理论; 语音制作; 声学语音; 语言模型
课程来源: 信息不详。欢迎您在右侧留言补充。
最后编审: 2017-04-15:lkn
阅读次数: 23