{"created":"2025-01-19T01:11:27.170530+00:00","updated":"2025-01-19T18:14:10.318883+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00210191","sets":["1164:5064:10547:10548"]},"path":["10548"],"owner":"44499","recid":"210191","title":["恋ダンスの達人：深層学習を利用したダンスのキレ採点システム"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-09"},"_buckets":{"deposit":"18a49980-97d5-49f7-b0e2-56129d5b953d"},"_deposit":{"id":"210191","pid":{"type":"depid","value":"210191","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"恋ダンスの達人：深層学習を利用したダンスのキレ採点システム","author_link":["531572","531569","531571","531570"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"恋ダンスの達人：深層学習を利用したダンスのキレ採点システム"}]},"item_type_id":"4","publish_date":"2021-03-09","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"関西学院大学"},{"subitem_text_value":"関西学院大学"},{"subitem_text_value":"福知山公立大学"},{"subitem_text_value":"関西学院大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"Kwansei Gakuin University","subitem_text_language":"en"},{"subitem_text_value":"Kwansei Gakuin University","subitem_text_language":"en"},{"subitem_text_value":"The University of Fukuchiyama","subitem_text_language":"en"},{"subitem_text_value":"Kwansei Gakuin University","subitem_text_language":"en"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"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/210191/files/IPSJ-MUS21130002.pdf","label":"IPSJ-MUS21130002.pdf"},"date":[{"dateType":"Available","dateValue":"2023-03-09"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-MUS21130002.pdf","filesize":[{"value":"1.2 MB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"21"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"bc98da4b-c4ea-4138-bf7d-bee26f577e0c","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2021 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"森, 鈴果"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"田中, 哉汰"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"橋田, 光代"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"片寄, 晴弘"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10438388","subitem_source_identifier_type":"NCID"}]},"item_4_textarea_12":{"attribute_name":"Notice","attribute_value_mlt":[{"subitem_textarea_value":"SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc."}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourceuri":"http://purl.org/coar/resource_type/c_18gh","resourcetype":"technical report"}]},"item_4_source_id_11":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"2188-8752","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"“踊ってみた動画” が流行するなど未経験者でもダンスに触れる機会が増えているが，ダンスの優劣は感性や感覚に依存するため判別が難しい．そこで，我々は踊ってみた動画とコメントでの “キレ” という用語に着目し，深層学習による “キレ” 判別器の構成を試みた．楽曲のテンポ情報と OpenPose による骨格情報を入力とするモデル構成により 85 ％の精度で“キレ”を判別できることを確認した．本稿では，この識別器を利用して構成したダンスの “キレ” 採点システムについて紹介する．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告音楽情報科学（MUS）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-09","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2021-MUS-130"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":210191,"links":{}}