{"links":{},"id":236232,"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00236232","sets":["6504:11678:11689"]},"path":["11689"],"owner":"44499","recid":"236232","title":["Transformerによる二値分類を用いたメロディ生成"],"pubdate":{"attribute_name":"公開日","attribute_value":"2024-03-01"},"_buckets":{"deposit":"befe1410-88b0-4fe4-952b-2e340becaf9c"},"_deposit":{"id":"236232","pid":{"type":"depid","value":"236232","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"Transformerによる二値分類を用いたメロディ生成","author_link":["645687","645688"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Transformerによる二値分類を用いたメロディ生成"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"人工知能と認知科学","subitem_subject_scheme":"Other"}]},"item_type_id":"22","publish_date":"2024-03-01","item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_22_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"芝浦工大"},{"subitem_text_value":"芝浦工大"}]},"item_publisher":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"情報処理学会","subitem_publisher_language":"ja"}]},"publish_status":"0","weko_shared_id":-1,"item_file_price":{"attribute_name":"Billing file","attribute_type":"file","attribute_value_mlt":[{"url":{"url":"https://ipsj.ixsq.nii.ac.jp/record/236232/files/IPSJ-Z86-4V-04.pdf","label":"IPSJ-Z86-4V-04.pdf"},"date":[{"dateType":"Available","dateValue":"2024-07-03"}],"format":"application/pdf","filename":"IPSJ-Z86-4V-04.pdf","filesize":[{"value":"286.2 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"e54962a1-3e63-43c1-9f22-539f885243bd","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2024 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"石田, 裕太郎"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"杉本, 徹"}],"nameIdentifiers":[{}]}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_5794","resourcetype":"conference paper"}]},"item_22_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN00349328","subitem_source_identifier_type":"NCID"}]},"item_22_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"本稿では、特に自然言語処理分野において大きな成功を収めているTransformerを用いて、良いメロディ悪いメロディの二値分類を行うモデルを作成し、メロディを生成する手法を提案する。ランダム入力データのメロディに対して、モデルがより良いメロディと判断されるようにトークンの変更を繰り返すことで、学習済み二値分類モデルからメロディを生成する。また、生成されたメロディが悪いメロディに感じた場合、そのメロディを悪い学習データに追加し再び学習させる。提案する方法が、ランダム入力データと比べ生成メロディの品質の向上に有効であるかどうかを、主観評価および生成メロディの分析により確認する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"798","bibliographic_titles":[{"bibliographic_title":"第86回全国大会講演論文集"}],"bibliographicPageStart":"797","bibliographicIssueDates":{"bibliographicIssueDate":"2024-03-01","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2024"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:38:10.239135+00:00","updated":"2025-01-19T09:20:27.832651+00:00"}