{"created":"2023-05-15T11:58:22.681952+00:00","id":4371,"links":{},"metadata":{"_buckets":{"deposit":"135b1e11-0313-412c-82e0-2e725ee2d2c9"},"_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":["203","15848","15849","15850","15851"],"control_number":"4371","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","bibliographic_titleLang":"en"}]}]},"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_language":"en","subitem_description_type":"Abstract"}]},"item_23_description_5":{"attribute_name":"備考","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_link_61":{"attribute_name":"研究者情報","attribute_value_mlt":[{"subitem_link_text":"https://hyokadb02.jimu.kyutech.ac.jp/html/12_ja.html","subitem_link_url":"https://hyokadb02.jimu.kyutech.ac.jp/html/12_ja.html"}]},"item_23_publisher_7":{"attribute_name":"出版社","attribute_value_mlt":[{"subitem_publisher":"Springer"}]},"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":"著作権関連情報","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_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"0302-9743","subitem_source_identifier_type":"PISSN"},{"subitem_source_identifier":"1611-3349","subitem_source_identifier_type":"EISSN"}]},"item_23_text_62":{"attribute_name":"連携ID","attribute_value_mlt":[{"subitem_text_value":"5359"}]},"item_23_version_type_58":{"attribute_name":"出版タイプ","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":[{"affiliationNames":[{"affiliationNameLang":"ja"}]}],"creatorNames":[{"creatorName":"黒木, 秀一","creatorNameLang":"ja"},{"creatorName":"Kurogi, Shuichi","creatorNameLang":"en"},{"creatorName":"クロギ, シュウイチ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"黒木","familyNameLang":"ja"},{"familyName":"Kurogi","familyNameLang":"en"},{"familyName":"クロギ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"秀一","givenNameLang":"ja"},{"givenName":"Shuichi","givenNameLang":"en"},{"givenName":"シュウイチ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"203","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"40178124","nameIdentifierScheme":"e-Rad_Researcher","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000040178124"},{"nameIdentifier":"6603344371","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=6603344371"}]},{"creatorNames":[{"creatorName":"Sakashita, Shota","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"15848","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Takeguchi, 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カズヤ","creatorNameLang":"ja-Kana"}],"familyNames":[{"familyName":"Matsuo","familyNameLang":"en"},{"familyName":"松尾","familyNameLang":"ja"},{"familyName":"マツオ","familyNameLang":"ja-Kana"}],"givenNames":[{"givenName":"Kazuya","givenNameLang":"en"},{"givenName":"一矢","givenNameLang":"ja"},{"givenName":"カズヤ","givenNameLang":"ja-Kana"}],"nameIdentifiers":[{"nameIdentifier":"15851","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"50612165","nameIdentifierScheme":"e-Rad_Researcher","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000050612165"},{"nameIdentifier":"24605819100","nameIdentifierScheme":"Scopus著者ID","nameIdentifierURI":"https://www.scopus.com/authid/detail.uri?authorId=24605819100"},{"nameIdentifier":"100000803","nameIdentifierScheme":"九工大研究者情報","nameIdentifierURI":"https://hyokadb02.jimu.kyutech.ac.jp/html/100000803_ja.html"}]}]},"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 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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","subitem_title_language":"en"}]},"item_type_id":"23","owner":"3","path":["20"],"pubdate":{"attribute_name":"PubDate","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":"2025-12-04T06:47:16.762256+00:00"}