{"updated":"2025-01-19T15:04:33.172613+00:00","metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00218702","sets":["1164:4179:10952:10953"]},"path":["10953"],"owner":"44499","recid":"218702","title":["複数人対話の文字起こしデータを用いた話者名推定手法に関する検討"],"pubdate":{"attribute_name":"公開日","attribute_value":"2022-06-22"},"_buckets":{"deposit":"054cf627-0a64-4968-9a51-589bb88ad820"},"_deposit":{"id":"218702","pid":{"type":"depid","value":"218702","revision_id":0},"owners":[44499],"status":"published","created_by":44499},"item_title":"複数人対話の文字起こしデータを用いた話者名推定手法に関する検討","author_link":["569344","569346","569345"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"複数人対話の文字起こしデータを用いた話者名推定手法に関する検討"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"対話","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2022-06-22","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"NTTデジタルツインコンピューティング研究センタ"},{"subitem_text_value":"NTTデジタルツインコンピューティング研究センタ"},{"subitem_text_value":"NTTデジタルツインコンピューティング研究センタ"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"NTT DTC research center","subitem_text_language":"en"},{"subitem_text_value":"NTT DTC research center","subitem_text_language":"en"},{"subitem_text_value":"NTT DTC research center","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/218702/files/IPSJ-NL22252012.pdf","label":"IPSJ-NL22252012.pdf"},"date":[{"dateType":"Available","dateValue":"2024-06-22"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-NL22252012.pdf","filesize":[{"value":"948.0 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":"23"},{"tax":["include_tax"],"price":"0","billingrole":"44"}],"accessrole":"open_date","version_id":"6be5f82e-45a0-47e7-9329-0189885f2be1","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2022 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"松尾, 和哉"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"能登, 肇"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"深山, 篤"}],"nameIdentifiers":[{}]}]},"item_4_source_id_9":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AN10115061","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":"2188-8779","subitem_source_identifier_type":"ISSN"}]},"item_4_description_7":{"attribute_name":"論文抄録","attribute_value_mlt":[{"subitem_description":"複数の深層学習モデル（顔認識や音声合成など）から成るヒトデジタルツイン（ヒト DT）を元の人間（フィジカルツイン：PT）らしく振舞わせるためには，PT からしか取得できないデータを収集・意味づけし，そのデータを DT に学習させる必要がある．しかし，一つのモデルを作るためには学習データが大量に必要であり，かつその大量のデータが PT ごとに必要になるため，手動で学習データを作成することは非現実的である．そこで本研究では，この学習データの自動生成を目指す．本稿ではまず，顔画像に名前が付与されたデータを映像データから自動的に作成することを目的とし，複数人の対話を文字起こししたデータから，各話者名を推定する手法を提案する．提案手法では，人名が含まれる発言の内容の解析結果と，当該発言の直前直後のターン・テイキングを応用して，話者名を推定する．提案手法の性能を，2 種類の会話コーパスを用いて定量評価を行った．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"7","bibliographic_titles":[{"bibliographic_title":"研究報告自然言語処理（NL）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2022-06-22","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"12","bibliographicVolumeNumber":"2022-NL-252"}]},"relation_version_is_last":true,"weko_creator_id":"44499"},"created":"2025-01-19T01:19:03.365092+00:00","id":218702,"links":{}}