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应用语音对比技术构造的英文发音训练系统 Introduction: Inrecentyears,therehasbeenasignificantgrowthintheuseofvoicerecognitiontechnologyinvariousfields.Itisnowbecomingcommontoseevoice-basedsystemsincars,mobilephones,andsmarthomedevices.Apartfromspeechrecognition,voice-basedtechnologyisbeingusedforspeechsynthesis,speech-to-text,andtext-to-speechapplications.OneofthemostimportantusesofvoicerecognitiontechnologyisinthedevelopmentofEnglishlanguagelearningsystems.Inthispaper,wewilldiscussthedevelopmentofanEnglishpronunciationtrainingsystemthatusesvoicecomparisontechnology. Overview: TheEnglishpronunciationtrainingsystemthatweareproposingisdesignedtobeaninteractivetoolforlearnerstopracticespeakingEnglish.Thesystemusesvoicecomparisontechnologytoenablelearnerstocomparetheirpronunciationtothatofanativespeaker.Thissystemwillbeabletoanalyzethelearner’sspeech,compareittothetargetsound,andprovideinstantfeedbacktohelptheuserimprovetheirpronunciation. HowitWorks: Thesystemworksbyusingspeechrecognitionalgorithmstoanalyzetheuser'sspokenwords.ThespeechsignalisthenmatchedagainstadatabaseofspokenwordsbyanativeEnglishspeaker.Thesystemcomparestheuser'svoicewiththetargetsoundandthenproducesananalysisoftheuser'spronunciation. Oncetheanalysisoftheuser'spronunciationiscomplete,thesystemprovidesfeedbackonareaswheretheuserneedstoimprovetheirpronunciation.Theuseristhenabletopracticetheirpronunciationwiththesystemuntiltheyaresatisfiedwiththeirperformance. HowitBenefitsEnglishLanguageLearners: TheEnglishpronunciationtrainingsystemusingvoicecomparisontechnologyprovidesseveralbenefitstoEnglishlanguagelearners.Firstly,itprovidesaninteractiveandengagingwayforlearnerstopracticetheirpronunciation.Learnerscanalsopracticespeakingatanytime,asthesystemisavailableonline.Furthermore,thesystemprovidesinstantfeedbackthatcanhelplearnerstoidentifyandcorrectpronunciationerrorsimmediately. Anotherkeybenefitofthesystemisthatitenableslearnerstocomparetheirpronunciationtothatofanativespeaker.Thisisparticularlyusefulforlearnerswhomaynothav

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