{"updated":"2025-01-19T19:56:35.510869+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00205388","sets":["6504:10247:10254"]},"path":["10254"],"owner":"6748","recid":"205388","title":["畳み込みニューラルネットワークを用いた吃音症の分類"],"pubdate":{"attribute_name":"公開日","attribute_value":"2020-02-20"},"_buckets":{"deposit":"5b149965-3f0f-4457-8183-4e1b761b719a"},"_deposit":{"id":"205388","pid":{"type":"depid","value":"205388","revision_id":0},"owners":[6748],"status":"published","created_by":6748},"item_title":"畳み込みニューラルネットワークを用いた吃音症の分類","author_link":["509594","509593"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"畳み込みニューラルネットワークを用いた吃音症の分類"}]},"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":"2020-02-20","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":"東京工科大"},{"subitem_text_value":"東京工科大"}]},"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/205388/files/IPSJ-Z82-2U-07.pdf","label":"IPSJ-Z82-2U-07.pdf"},"date":[{"dateType":"Available","dateValue":"2020-06-19"}],"format":"application/pdf","filename":"IPSJ-Z82-2U-07.pdf","filesize":[{"value":"1.1 MB"}],"mimetype":"application/pdf","accessrole":"open_date","version_id":"decc6e3b-e51f-434e-adf0-abcbd931fe6e","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2020 by the Information Processing Society of Japan"}]},"item_22_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"岡, 優希"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"長名, 優子"}],"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":"吃音症には大きく分けて3種類の症状があるが、音声からそれらの症状を自動的に分類することができると吃音症の治療や吃音者に利用しやすい音声認識を用いた製品の開発などを行う際に有効であると考えられる。一方で、ディープラーニングの手法の1つである畳み込みニューラルネットワークは音声認識の分野においても優れた成果をあげ、注目されている。吃音者の話し方には音の繰り返し以外にも様々な特徴があると考えられるため、吃音の分類においても畳み込みニューラルネットワークを用いることでそのような特徴を学習によって抽出し、分類に活かすことができると考えられる。本研究では、畳み込みニューラルネットワークを用いた吃音症の分類を提案する。","subitem_description_type":"Other"}]},"item_22_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"546","bibliographic_titles":[{"bibliographic_title":"第82回全国大会講演論文集"}],"bibliographicPageStart":"545","bibliographicIssueDates":{"bibliographicIssueDate":"2020-02-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicVolumeNumber":"2020"}]},"relation_version_is_last":true,"weko_creator_id":"6748"},"created":"2025-01-19T01:07:32.682240+00:00","id":205388,"links":{}}