維吾爾語語音識(shí)別技術(shù)在智能家居中的研究與應(yīng)用.pdf

1、碩士研究生學(xué)位論文新疆大學(xué)論文題目論文題目(中文中文)：維吾爾語語音識(shí)別技術(shù)在智能家居中的：維吾爾語語音識(shí)別技術(shù)在智能家居中的研究與應(yīng)用研究與應(yīng)用論文題目論文題目(外文外文)：ResearchesApplicationsofUyghurSpeechRecognitionTechnologyintheSmartHome研究生姓研究生姓名：吾提庫爾：吾提庫爾艾爾肯艾爾肯學(xué)科、專學(xué)科、專業(yè)：計(jì)算機(jī)應(yīng)用技術(shù)：計(jì)算機(jī)應(yīng)用技術(shù)研究方向：語音信號處理

2、：語音信號處理導(dǎo)師姓名職導(dǎo)師姓名職稱：吾守爾：吾守爾斯拉木斯拉木院士、教授院士、教授論文答辯日期2017年5月日學(xué)位授予日期2017年6月日IIAbstractTraditionalappliancestraditionalhouseholdequipmenthavebecomeoutdated.Soifthereisawaytomaketheoldappliancesdonotchangeinthecaseoftheuseofsmar

3、tphonestoachieveUighurspeechcontrolcontrolhowgoodah!InthisideaIstartedtheresearchwkinthisroundtheintelligenthomesystemisbasedonthefamilyusingpatternrecognitioncontrolinstructionmappingcommunicationwkfmationspeechrecognit

4、ionsemanticunderstingthirdpartyintelligentcontrolcomponents.AtpresentinthemarketthereisnoUighurvoicecontrolofintelligenthomeproducts.UighurspeechrecognitiontechnologyhasmaturedinrecentyearsXinjiangUniversityledbyagroupof

5、researchersinthelongtermefftsofXinjianguniversitytoaccumulatetherelevantfieldsofkeytechnologies.InthefieldofUighurspeechrecognitionresearchtheCollegeofInfmationScienceengineeringofXinjiangUniversityhasstrongscientificres

6、earchabilityhasaccumulatedovertheyears.Iwasinvolvedinthelabatyspeechrecognitionrelatedprojectsinthegraduatestagebenefitedalotfromit.Iusethreeyearsofstudytimetointegratetheknowledgeofspeechrecognitionintothebackgroundofin

7、telligenthomehardwareequipmenttheUighurspeechrecognitiontechnologyappliedtothefieldofintelligenthome.ThroughthespeechtechnologytorecognizetheintegrationoftechnologyintelligenthometechnologyintheoldhomeappliancesUighurspe

8、echcontrolsetupaconvenientintelligenthomeControlclientapplicationmakingthesystemmeintelligenthumane.ThispaperfocusesonthespeechrecognitionbasedontheCMUSphinx4.0UygurLanguagetherealizationofthevoicecontrolelectricalequipm

9、entthroughtheIntelligentHomeHardwareinterface(TVlightbulbhotwaterkettlewaterheateretc.throughtheswitchcontrolofelectricalequipmentthroughremotecontrolofelectricalequipment).ThespeechrecognitionprocessofUighurphraseconsis

10、tsoffourparts(speechsignalfeatureparameterextractionbuildingacousticmodelconstructinglanguagemodeldecoderpartpatternmatching).ThispapermakesadetailedcomparisonanalysisofthefourrelatedtechnologieschoosesMFCChmmNGramtechni