{"created":"2023-05-15T11:58:22.681952+00:00","id":4371,"links":{},"metadata":{"_buckets":{"deposit":"cf19b35a-dcc0-4ee2-bce4-ca60535d1252"},"_deposit":{"created_by":3,"id":"4371","owners":[3],"pid":{"revision_id":0,"type":"depid","value":"4371"},"status":"published"},"_oai":{"id":"oai:kyutech.repo.nii.ac.jp:00004371","sets":["15:20"]},"author_link":["15848","203","15851","15849","15850"],"item_23_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2015-11-09","bibliographicIssueDateType":"Issued"},"bibliographicPageEnd":"225","bibliographicPageStart":"216","bibliographicVolumeNumber":"9489","bibliographic_titles":[{"bibliographic_title":"Lecture Notes in Computer Science"}]}]},"item_23_description_4":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"So far, we have presented amethod for text-promptedmultistep speaker verification using GEBI (Gibbs-distribution based extended Bayesian inference) for reducing single-step verification error, where we use thresholds for acceptance and rejection but the tuning is not so easy and affects the performance of verification. To solve the problem of thresholds, this paper presents a method of probabilistic prediction in multiclass classification for solving verification problem.We also present loss functions for evaluating the performance of probabilistic prediction. By means of numerical experiments using recorded real speech data, we examine the properties of the present method using GEBI and BI (Bayesian inverence) and show the effectiveness and the risk of probability loss in the present method.","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"22nd International Conference on Neural Information Processing, ICONIP 2015, November 9-12, 2015, Istanbul, Turkey","subitem_description_type":"Other"}]},"item_23_description_60":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Conference Paper","subitem_description_type":"Other"}]},"item_23_link_61":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/12_ja.html"}]},"item_23_publisher_7":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"Springer, Cham"}]},"item_23_relation_12":{"attribute_name":"DOI","attribute_value_mlt":[{"subitem_relation_type":"isVersionOf","subitem_relation_type_id":{"subitem_relation_type_id_text":"https://doi.org/10.1007/978-3-319-26532-2_24","subitem_relation_type_select":"DOI"}}]},"item_23_relation_9":{"attribute_name":"ISBN","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-3-319-26531-5","subitem_relation_type_select":"ISBN"}},{"subitem_relation_type_id":{"subitem_relation_type_id_text":"978-3-319-26532-2","subitem_relation_type_select":"ISBN"}}]},"item_23_rights_13":{"attribute_name":"権利","attribute_value_mlt":[{"subitem_rights":"Copyright (c) Springer International Publishing Switzerland 2015"}]},"item_23_select_59":{"attribute_name":"査読の有無","attribute_value_mlt":[{"subitem_select_item":"yes"}]},"item_23_text_37":{"attribute_name":"著者所属","attribute_value_mlt":[{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan"},{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan"},{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan"},{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan"},{"subitem_text_value":"Kyushu Institute of Technology, Kitakyushu, Fukuoka, Japan"}]},"item_23_text_62":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"5359"}]},"item_23_version_type_58":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_ab4af688f83e57aa","subitem_version_type":"AM"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Kurogi, Shuichi","creatorNameLang":"en"},{"creatorName":"黒木, 秀一","creatorNameLang":"ja"},{"creatorName":"クロギ, シュウイチ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{}]},{"creatorNames":[{"creatorName":"Sakashita, Shota"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Takeguchi, Satoshi"}],"nameIdentifiers":[{}]},{"creatorNames":[{"creatorName":"Ueki, Takuya"}],"nameIdentifiers":[{}]},{"creatorAffiliations":[{"affiliationNameIdentifiers":[],"affiliationNames":[{"affiliationName":"","affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"Matsuo, Kazuya","creatorNameLang":"en"},{"creatorName":"松尾, 一矢","creatorNameLang":"ja"},{"creatorName":"マツオ, カズヤ","creatorNameLang":"ja-Kana"}],"familyNames":[{},{},{}],"givenNames":[{},{},{}],"nameIdentifiers":[{},{},{},{}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2016-03-04"}],"displaytype":"detail","filename":"iconip15_216.pdf","filesize":[{"value":"212.2 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"iconip15_216.pdf","url":"https://kyutech.repo.nii.ac.jp/record/4371/files/iconip15_216.pdf"},"version_id":"62513880-9fb6-43a5-9af3-b5a567e3224b"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"probabilistic prediction","subitem_subject_scheme":"Other"},{"subitem_subject":"text-prompted speaker verification","subitem_subject_scheme":"Other"},{"subitem_subject":"Gibbsdistribution-based extended Bayesian inference","subitem_subject_scheme":"Other"},{"subitem_subject":"loss functions in multiclass classification","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":"conference paper","resourceuri":"http://purl.org/coar/resource_type/c_5794"}]},"item_title":"Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker Verification","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker Verification"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"公開日","attribute_value":"2016-03-04"},"publish_date":"2016-03-04","publish_status":"0","recid":"4371","relation_version_is_last":true,"title":["Probabilistic Prediction in Multiclass Classification Derived for Flexible Text-Prompted Speaker Verification"],"weko_creator_id":"3","weko_shared_id":3},"updated":"2023-10-25T07:00:53.583165+00:00"}