具有易扩展体系结构的英语语音提高软件的设计和实现的中期报告-第一文库 | 海量文档资源下载与分享平台

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具有易扩展体系结构的英语语音提高软件的设计和实现的中期报告IntroductionThismid-termreportpresentstheprogressofdesigningandimplementinganEnglishspeechimprovementsoftwarewithaneasilyscalablearchitecture.Theaimofthesoftwareistoprovidepersonalizedfeedbacktousersontheirpronunciationandintonation,andassisttheminimprovingtheirspokenEnglish.Thisreportprovidesanoverviewoftheprojectgoals,thearchitectureandtechnologiesused,andpresentsthecurrentprogressmade.GoalsThemaingoaloftheprojectistodesignanddevelopasoftwarethatcanprovideuserswithapersonalizedfeedbackontheirspeechandassisttheminimprovingtheirEnglishpronunciationandintonation.Thesoftwarewilluseadvancedspeechrecognitiontechniquestoanalyzetheuser’sspeechandprovidereal-timefeedbackontheirpronunciation.Additionally,thesoftwarewilloffervariousexercisesandtoolstohelpusersimprovetheirpronunciation,intonationandrhythminspokenEnglish.ArchitectureandTechnologiesThesoftwareiscomposedofthreemaincomponents:theuserinterface(UI),thespeechrecognitionengine,andthefeedbackengine.Theuserinterfaceisdesignedtobeuser-friendlyandintuitive,allowinguserstoaccesstheavailableexercises,toolsandsettings.Thespeechrecognitionengineisresponsibleforanalyzingtheuser'sspeechandrecognizingerrorsinpronunciation.Thefeedbackengineprovidespersonalizedfeedbacktousers,includingvisualandaudioindicatorsoftheirpronunciationaccuracy.ThesoftwareusestechnologiessuchasPython,FlaskandJavaScriptforthedevelopmentoftheuserinterfaceandthespeechrecognitionengine.Thefeedbackengineemploysmachinelearningalgorithms,suchasneuralnetworks,toprovideuserswithpersonalizedfeedbackontheirpronunciation.CurrentProgressAtthisstage,theteamhascompletedtheuserinterfacedesignandimplementedthebasicfunctionalityforthespeechrecognitionengine.ThesoftwareiscapableofrecognizingbasicEnglishphrasesandprovidingfeedbackontheaccuracyoftheuser’spronunciation.Theteamiscurrentlyfocusingonimprovingtheaccuracyofthespeechrecognitionengineandprovidingmoreadvancedfeedbacktousers.ConclusionInconclusion,theprojectisprogressingwell,wit