교육적 활용을 위한 자동 영어 발음 평가 시스템의 점수 신뢰도 평가
DC Field | Value | Language |
---|---|---|
dc.contributor.author | 홍연정 | - |
dc.contributor.author | 남호성 | - |
dc.date.accessioned | 2022-03-06T06:40:18Z | - |
dc.date.available | 2022-03-06T06:40:18Z | - |
dc.date.created | 2022-02-10 | - |
dc.date.issued | 2021 | - |
dc.identifier.issn | 1225-4975 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/137952 | - |
dc.description.abstract | The purpose of this study was to evaluate the pronunciation score reliability of an automatic pronunciation assessment system for education, SpeechPro, a commercially released and patented system but without a score reliability test. So it is necessary to ensure the commercial system’s reliability. The method is to measure score agreement between SpeechPro and human raters. The database used is a paid English speech corpus of the native speakers and non-native speakers with score annotations of the three English raters. First, the inter-rater agreement was measured, and then the agreement between SpeechPro’s scores and the raters’ average scores were measured. The following 5 metrics were used: Pearson correlation coefficient, standardized mean difference, quadratic weighted kappa, exact percentage agreement, and 1-point adjacent percentage agreement. The results are that human-machine agreement is significantly identical to human-human agreement according to all the metrics used, proving the score reliability of SpeechPro. This provides a logical justification required before the comparison with other automatic pronunciation assessment systems. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | 한국외국어대학교 외국어교육연구소 | - |
dc.title | 교육적 활용을 위한 자동 영어 발음 평가 시스템의 점수 신뢰도 평가 | - |
dc.title.alternative | Evaluating Score Reliability of Automatic English Pronunciation Assessment System for Education | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | 남호성 | - |
dc.identifier.doi | 10.16933/sfle.2021.35.1.91 | - |
dc.identifier.bibliographicCitation | 외국어교육연구, v.35, no.1, pp.91 - 104 | - |
dc.relation.isPartOf | 외국어교육연구 | - |
dc.citation.title | 외국어교육연구 | - |
dc.citation.volume | 35 | - |
dc.citation.number | 1 | - |
dc.citation.startPage | 91 | - |
dc.citation.endPage | 104 | - |
dc.type.rims | ART | - |
dc.identifier.kciid | ART002688408 | - |
dc.description.journalClass | 2 | - |
dc.description.journalRegisteredClass | kci | - |
dc.subject.keywordAuthor | Automatic pronunciation assessment | - |
dc.subject.keywordAuthor | CAPT | - |
dc.subject.keywordAuthor | CAPT | - |
dc.subject.keywordAuthor | Inter-rater agreement | - |
dc.subject.keywordAuthor | Machine score reliability | - |
dc.subject.keywordAuthor | 기계 점수 신뢰도 | - |
dc.subject.keywordAuthor | 자동 발음 평가 | - |
dc.subject.keywordAuthor | 평가자간 일치 | - |
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