基于深度学习的两类典型语音处理问题研究

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1、分类号TP181学号14060024ＵＤＣ004.8密级公开工学硕士学位论文基于深度学习的两类典型语音处理问题研究硕士生姓名冯为江学科专业计算机科学与技术研究方向机器学习指导教师骆志刚研究员国防科学技术大学研究生院二〇一六年十一月ResearchonTwoTypicalSpeechProcessingApplicationsBasedonDeepLearningCandidate：FengWeijiangAdvisor：Prof.LuoZhigangAthesisSubmittedinpartialfulfillmentoftherequirementsforthede

2、greeofMasterofEngineeringinComputerScienceandTechnologyGraduateSchoolofNationalUniversityofDefenseTechnologyChangsha，Hunan，P.R.ChinaNovember，2016国防科学技术大学研究生院硕士学位论文目录摘要...................................................................................................................iABSTR

3、ACT..........................................................................................................ii第一章绪论.......................................................................................................11.1研究背景.............................................................

4、............................................11.1.1深度学习概念........................................................................................11.1.2深度学习发展历程................................................................................31.1.3深度学习成功因素....................................

5、............................................61.1.4深度学习应用领域................................................................................81.2基于深度学习的语音处理现状.....................................................................91.2.1语音识别......................................................

6、..........................................91.2.2语音合成..............................................................................................111.2.3音频和音乐处理..................................................................................111.3论文主要工作...................................

7、............................................................121.3.1语音匹配..............................................................................................121.3.2多模态语音识别..................................................................................131.4论文组织结构