{"created":"2022-06-09T05:11:49.791854+00:00","id":2000365,"links":{},"metadata":{"_buckets":{"deposit":"06741e35-70b1-4bec-aea1-13dd7b1cd7c4"},"_deposit":{"created_by":18,"id":"2000365","owner":"18","owners":[18],"owners_ext":{"displayname":"NII","username":"niirepo"},"pid":{"revision_id":0,"type":"depid","value":"2000365"},"status":"published"},"_oai":{"id":"oai:repository.nii.ac.jp:02000365","sets":["136"]},"author_link":[],"control_number":"2000365","item_5_biblio_info_30":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2017-04-27","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"8","bibliographicPageStart":"1","bibliographic_titles":[{"bibliographic_title":"NIIテクニカル・レポート","bibliographic_titleLang":"ja"},{"bibliographic_title":"NII Technical Report","bibliographic_titleLang":"en"}]}]},"item_5_description_28":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"In this report, we proposes a neural network structure that combines a recurrent neural network (RNN) and a deep highway network. Compared with the highway RNN structures proposed in other studies, the one proposed in this study is simpler since it only concatenates a highway network after a pre-trained RNN. The main idea is to use the ‘iterative unrolled estimation’ of a highway network to finely change the output from the RNN. The experiments on the proposed network structure with a baseline RNN and 7 highway blocks demonstrated that this network performed relatively better than a deep RNN network with a similar mode size. Furthermore, it took less than half the training time of the deep RNN.","subitem_description_language":"en","subitem_description_type":"Abstract"}]},"item_5_identifier_registration":{"attribute_name":"ID登録","attribute_value_mlt":[{"subitem_identifier_reg_text":"10.20736/0002000365","subitem_identifier_reg_type":"JaLC"}]},"item_5_publisher_31":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"国立情報学研究所","subitem_publisher_language":"ja"}]},"item_5_source_id_32":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1346-5597","subitem_source_identifier_type":"ISSN"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"Wang, Xin","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"高木, 信二","creatorNameLang":"ja"},{"creatorName":"Takaki, Shinji","creatorNameLang":"en"}]},{"creatorNames":[{"creatorName":"山岸, 順一","creatorNameLang":"ja"},{"creatorName":"Yamagishi, Junichi","creatorNameLang":"en"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2022-06-09"}],"displaytype":"detail","filename":"17-003E.pdf","filesize":[{"value":"463 KB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"NII Technical Report (NII-2017-003E)：A simple RNN-plus-highway network for statistical parametric speech synthesis","url":"https://repository.nii.ac.jp/record/2000365/files/17-003E.pdf"},"version_id":"b28e6aba-064a-4950-8b44-2a6b4212cc91"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"テクニカルレポート","subitem_subject_language":"ja","subitem_subject_scheme":"Other"},{"subitem_subject":"Technical Report","subitem_subject_language":"en","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"eng"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"NII Technical Report (NII-2017-003E)：A simple RNN-plus-highway network for statistical parametric speech synthesis","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"NII Technical Report (NII-2017-003E)：A simple RNN-plus-highway network for statistical parametric speech synthesis","subitem_title_language":"en"}]},"item_type_id":"5","owner":"18","path":["136"],"pubdate":{"attribute_name":"PubDate","attribute_value":"2022-06-09"},"publish_date":"2022-06-09","publish_status":"0","recid":"2000365","relation_version_is_last":true,"title":["NII Technical Report (NII-2017-003E)：A simple RNN-plus-highway network for statistical parametric speech synthesis"],"weko_creator_id":"18","weko_shared_id":-1},"updated":"2023-01-11T05:50:25.956634+00:00"}