{"created":"2025-01-19T00:52:53.367295+00:00","updated":"2025-01-20T02:50:09.436411+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00185816","sets":["1164:5159:9402:9403"]},"path":["9403"],"owner":"11","recid":"185816","title":["CycleGANを用いたクロスリンガル声質変換"],"pubdate":{"attribute_name":"公開日","attribute_value":"2018-02-13"},"_buckets":{"deposit":"0a682dca-3fb3-4b39-9137-4c01f67f3cb4"},"_deposit":{"id":"185816","pid":{"type":"depid","value":"185816","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"CycleGANを用いたクロスリンガル声質変換","author_link":["414367","414365","414364","414366"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"CycleGANを用いたクロスリンガル声質変換"}]},"item_type_id":"4","publish_date":"2018-02-13","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所／エジンバラ大学"},{"subitem_text_value":"国立情報学研究所"}]},"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/185816/files/IPSJ-SLP18120023.pdf","label":"IPSJ-SLP18120023.pdf"},"date":[{"dateType":"Available","dateValue":"2020-02-13"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLP18120023.pdf","filesize":[{"value":"841.4 kB"}],"mimetype":"application/pdf","priceinfo":[{"tax":["include_tax"],"price":"660","billingrole":"5"},{"tax":["include_tax"],"price":"330","billingrole":"6"},{"tax":["include_tax"],"price":"0","billingrole":"22"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"48b1e6a9-8f39-4a49-ac3f-199559e838fb","displaytype":"detail","licensetype":"license_note"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"房, 福明"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Jaime, Lorenzo-Trueba"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山岸, 順一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"越前, 功"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10442647","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":"2188-8663","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"CycleGAN は敵対的学習法を利用したニューラルネットワークにおいて，出力情報から入力情報を再現できるように一部の情報を保つ Cycle consistency 基準を加えたモデル構造であり，対にならないデータからでも異なるドメインへの変換関係を自動的に学習できるという特徴が知られている．この CycleGAN をノンパラレル声質変換に応用した場合，パラレル声質変換と同等もしくはそれ以上の話者性の変換が実現できることがわかっている．異なる言語対の音声データから声質変換モデルを学習する “クロスリンガル声質変換” は，このノンパラレル声質変換の特別なケースである．そこで，本研究では CycleGAN をクロスリンガル声質変換に利用し，その有効性を示す．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"3","bibliographic_titles":[{"bibliographic_title":"研究報告音声言語情報処理（SLP）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2018-02-13","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"23","bibliographicVolumeNumber":"2018-SLP-120"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"id":185816,"links":{}}