{"links":{},"metadata":{"_oai":{"id":"oai:ipsj.ixsq.nii.ac.jp:00169873","sets":["1164:5159:8497:8861"]},"path":["8861"],"owner":"11","recid":"169873","title":["巨大特定話者データを用いたHMM・DNN・RNNに基づく音声合成システムの性能評価"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-07-21"},"_buckets":{"deposit":"a3737493-aed6-449c-a995-12ecb51eabe6"},"_deposit":{"id":"169873","pid":{"type":"depid","value":"169873","revision_id":0},"owners":[11],"status":"published","created_by":11},"item_title":"巨大特定話者データを用いたHMM・DNN・RNNに基づく音声合成システムの性能評価","author_link":["341838","341839","341837"],"item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"巨大特定話者データを用いたHMM・DNN・RNNに基づく音声合成システムの性能評価"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"音声合成・声質変換","subitem_subject_scheme":"Other"}]},"item_type_id":"4","publish_date":"2016-07-21","item_4_text_3":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"総合研究大学院大学"},{"subitem_text_value":"国立情報学研究所"},{"subitem_text_value":"国立情報学研究所／総合研究大学院大学"}]},"item_4_text_4":{"attribute_name":"著者所属(英)","attribute_value_mlt":[{"subitem_text_value":"SOKENDAI","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics","subitem_text_language":"en"},{"subitem_text_value":"National Institute of Informatics / SOKENDAI","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/169873/files/IPSJ-SLP16112002.pdf","label":"IPSJ-SLP16112002.pdf"},"date":[{"dateType":"Available","dateValue":"2018-07-21"}],"format":"application/pdf","billing":["billing_file"],"filename":"IPSJ-SLP16112002.pdf","filesize":[{"value":"672.3 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":"7d8d3e73-d2e9-461c-95f7-b7ea03446134","displaytype":"detail","licensetype":"license_note","license_note":"Copyright (c) 2016 by the Information Processing Society of Japan"}]},"item_4_creator_5":{"attribute_name":"著者名","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Xin, Wang"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"高木, 信二"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"山岸, 順一"}],"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":"本論文では男性 100 時間，女性 50 時間の巨大特定話者データを用い統計的パラメトリック音声合成システムの構築を行い，学習データ量の違いによる性能への影響を調査する．近年，統計的パラメトリック音声合成システムに用いられる音響モデルには隠れマルコフモデル (HMM) だけでなく，Deep Feed-forward Neural Network (DNN) や Recurrent Neural Network (RNN) がその高い性能から注目を集めている．これまで 1 時間から 20 時間程度のコーパスを用いたニューラルネットワークに基づく音声合成システムの構築・性能評価は報告されてるものの，さらに巨大なコーパスを用いた音声合成システムの構築はなされていない．本研究では 20 時間から 100 時間程度まで学習データ量を変更しつつ HMM・DNN・RNN 音声合成システムの構築を行い，評価実験を行った．","subitem_description_type":"Other"}]},"item_4_biblio_info_10":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicPageEnd":"6","bibliographic_titles":[{"bibliographic_title":"研究報告音声言語情報処理（SLP）"}],"bibliographicPageStart":"1","bibliographicIssueDates":{"bibliographicIssueDate":"2016-07-21","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2","bibliographicVolumeNumber":"2016-SLP-112"}]},"relation_version_is_last":true,"weko_creator_id":"11"},"created":"2025-01-19T00:40:36.191017+00:00","updated":"2025-01-20T08:49:02.165638+00:00","id":169873}