{"created":"2025-01-19T01:15:43.348940+00:00","updated":"2025-01-19T16:24:04.485817+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00214932","sets":["6504:10735:10808"]},"path":["10808"],"owner":"44499","recid":"214932","title":["敵対的VAEによる音楽のスタイル変換"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"24d4c8ec-68eb-45cd-ba33-b9a0c3902714"},"_deposit":{"id":"214932","pid":{"type":"depid","value":"214932","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"敵対的VAEによる音楽のスタイル変換","author_link":["553160","553159"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"敵対的VAEによる音楽のスタイル変換"}]},"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":"2021-03-04","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":"早大"},{"subitem_text_value":"早大"}]},"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/214932/files/IPSJ-Z83-2P-02.pdf","label":"IPSJ-Z83-2P-02.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-28"}],"format":"application/pdf","filename":"IPSJ-Z83-2P-02.pdf","filesize":[{"value":"481.3 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"8aa27d1b-233f-49af-8dd4-e55a25c27193","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"陳, 毅文"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"澤田, 秀之"}],"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":"近年VAE（変分オートエンコーダ）やGAN（敵対的生成ネットワーク）による画像や音楽の生成、変換が広く研究されている。画像領域では、VAEとGANを結合したVAE-GANモデルによる画像の生成や変換が提案され、良好なパフォーマンスが報告されている。本研究では、MIDIファイルから楽曲と楽器の情報を抽出してスタイルを変換する、敵対的VAEモデルを提案する。ポップスとクラシック音楽からの500曲を使って学習を行い、変換後の楽曲について評価をおこなった。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"258","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"257","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":214932,"links":{}}