{"created":"2024-03-08T06:08:28.173146+00:00","id":2000058,"links":{},"metadata":{"_buckets":{"deposit":"248d9141-b9b5-41c4-b146-615119e2ac33"},"_deposit":{"created_by":11,"id":"2000058","owner":"11","owners":[11],"pid":{"revision_id":0,"type":"depid","value":"2000058"},"status":"published"},"_oai":{"id":"oai:shobi-u.repo.nii.ac.jp:02000058","sets":["10:2:1709615146265"]},"author_link":[],"control_number":"2000058","item_10002_biblio_info_35":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"77","bibliographicPageStart":"63","bibliographicVolumeNumber":"40","bibliographic_titles":[{"bibliographic_title":"尚美学園大学総合政策研究紀要","bibliographic_titleLang":"ja"},{"bibliographic_title":"Bulletin of policy and management, Shobi University","bibliographic_titleLang":"en"}]}]},"item_10002_description_31":{"attribute_name":"記事種別(日)","attribute_value_mlt":[{"subitem_description":"論文","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_10002_description_32":{"attribute_name":"記事種別(英)","attribute_value_mlt":[{"subitem_description":"Articles","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_10002_description_33":{"attribute_name":"抄録(日)","attribute_value_mlt":[{"subitem_description":"歌詞に特化した新しい自動文章作成ソフトを提案する。\n文章作成については、これまでに様々な試みがなされてきた。特に近年ではBERT 等のAI モデルの発展やChatGPT の普及にともない、簡単に文書作成が行えるようになった。本研究は、文書作成を歌詞の作成に特化して、歌詞に含まれる各単語の品詞別にランダムにフレーズを選んでいくという手法によって、従来とは異なる自動作詞ソフトの開発を行った。このソフトではAI 学習は行っていないが、代表的な自然言語処理モデルBERT を用いた文章のベクトル化による類似度の計算やmlm を用いた校正等を含む。\nこれまでの文章作成ソフトとの違いは、文章作成用の元になる辞書的なデータとは別にこれから作成したい歌詞のモデルとなる歌詞をもう１つ入力する点、それを基に品詞別に単語を選んでいくという点であり、それによって歌詞特有のパターンを表現することができる。\n本稿は、この歌詞作成ソフトの概要と自動作詞例について紹介することを目的とする。","subitem_description_language":"ja","subitem_description_type":"Other"}]},"item_10002_description_34":{"attribute_name":"抄録(英)","attribute_value_mlt":[{"subitem_description":"We propose a new automatic sentence creation software specialized in lyrics.\nVarious attempts have been made to create texts. Especially in recent years, with the development of AI models such as BERT and the spread of ChatGPT, it has become possible to easily create documents. In this research, we specialized in the creation of lyrics and developed automatic lyric writing software that was different from conventional by randomly selecting phrases for each part of speech included in the lyrics. This software does not perform AI learning, but includes calculation of similarity by vectorization of sentences using the representative natural language processing model BERT and proofreading using mlm. The purpose of this paper is to introduce an overview of this lyric creation software and examples of automatic lyric writing.","subitem_description_language":"en","subitem_description_type":"Other"}]},"item_10002_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.57486/0002000058","subitem_identifier_reg_type":"JaLC"}]},"item_10002_publisher_36":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"尚美学園大学総合政策学部","subitem_publisher_language":"ja"}]},"item_10002_source_id_25":{"attribute_name":"雑誌書誌ID","attribute_value_mlt":[{"subitem_source_identifier":"AA11546318","subitem_source_identifier_type":"NCID"}]},"item_10002_source_id_38":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1346-3802","subitem_source_identifier_type":"PISSN"}]},"item_10002_text_28":{"attribute_name":"著者所属(日)","attribute_value_mlt":[{"subitem_text_language":"ja","subitem_text_value":"尚美学園大学総合政策学部非常勤"}]},"item_10002_text_29":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_language":"en","subitem_text_value":"Shobi University"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"定村,薫","creatorNameLang":"ja"},{"creatorName":"サダムラ,カオル","creatorNameLang":"ja-Kana"},{"creatorName":"SADAMURA, Kaoru","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2024-04-10"}],"displaytype":"detail","filename":"sougoukiyo40_04Sadamura.pdf","filesize":[{"value":"794 KB"}],"format":"application/pdf","licensetype":"license_11","mimetype":"application/pdf","url":{"url":"https://shobi-u.repo.nii.ac.jp/record/2000058/files/sougoukiyo40_04Sadamura.pdf"},"version_id":"a5eb5650-5d65-4dd4-899c-5b631dd96996"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"自然言語処理","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"AI","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"BERT","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"歌詞","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"natural language processing","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"AI","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"BERT","subitem_subject_language":"en","subitem_subject_scheme":"Other"},{"subitem_subject":"lyrics","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"品詞別単語使用頻度に基づく自動作詞ソフトの提案","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"品詞別単語使用頻度に基づく自動作詞ソフトの提案","subitem_title_language":"ja"},{"subitem_title":"Proposal of Automatic Lyric Writing Software Based on the Frequency of Use of Words for Each Part of Speech","subitem_title_language":"en"}]},"item_type_id":"10002","owner":"11","path":["1709615146265"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2024-04-10"},"publish_date":"2024-04-10","publish_status":"0","recid":"2000058","relation_version_is_last":true,"title":["品詞別単語使用頻度に基づく自動作詞ソフトの提案"],"weko_creator_id":"11","weko_shared_id":-1},"updated":"2024-04-13T00:00:50.210188+00:00"}