{"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00215333","sets":["6504:10735:10810"]},"path":["10810"],"owner":"44499","recid":"215333","title":["音声を用いた睡眠時無呼吸症候群のスクリーニング"],"pubdate":{"attribute_name":"公開日","attribute_value":"2021-03-04"},"_buckets":{"deposit":"1883d3ed-f64b-43db-b0b7-f8a81ee02e6b"},"_deposit":{"id":"215333","pid":{"type":"depid","value":"215333","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"音声を用いた睡眠時無呼吸症候群のスクリーニング","author_link":["554380","554378","554379","554376","554377"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"音声を用いた睡眠時無呼吸症候群のスクリーニング"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"インタフェース","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":"帝人ファーマ株式会社"},{"subitem_text_value":"帝人ファーマ株式会社"},{"subitem_text_value":"帝人ファーマ株式会社"},{"subitem_text_value":"帝人ファーマ株式会社"},{"subitem_text_value":"帝人ファーマ株式会社"}]},"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/215333/files/IPSJ-Z83-2E-03.pdf","label":"IPSJ-Z83-2E-03.pdf"},"date":[{"dateType":"Available","dateValue":"2021-12-29"}],"format":"application/pdf","filename":"IPSJ-Z83-2E-03.pdf","filesize":[{"value":"407.9 kB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"6a6bfa01-06fa-41a3-82fc-d6afd3d62b9a","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":"宮原, 寛和"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高野橋, 健太"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"亀山, 研一"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"福島, 道雄"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"土谷, 智之"}],"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":"本報告では、日本語の発話音声を用いて睡眠時無呼吸症候群（SAS）をスクリーニングする手法について提案する。SASは睡眠中の呼吸停止をきたす睡眠障害であり、日中の眠気により生活の質が低下するだけでなく交通事故の発生リスクや心疾患などのリスクも存在し、早期の診断や治療介入が求められる。本研究では、日本人のSAS治療対象者と健常者の発話音声から音声特徴量を抽出し勾配ブースティングを用いて識別器を作成することで、識別精度を検証した結果を報告する。さらに発話時の姿勢の違いによる識別精度の変化を検証した結果も報告する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"第83回全国大会講演論文集"}],"bibliographicPageStart":"5","bibliographicIssueDates":{"bibliographicIssueDate":"2021-03-04","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2021"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"id":215333,"updated":"2025-01-19T16:12:35.950378+00:00","links":{},"created":"2025-01-19T01:16:06.261361+00:00"}