MAP and sub-word level T-norm for text-dependent speaker recognition

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Show simple item record Toledano, Doroteo T. Hernández López, Daniel Esteve Elizalde, Cristina González-Rodríguez, Joaquín Fernández Pozo, Rubén Hernández Gómez, Luis
dc.contributor.other UAM. Departamento de Ingeniería Informática es_ES 2015-01-29T19:26:40Z 2015-01-29T19:26:40Z 2008-09
dc.identifier.citation 9th Annual Conference of the International Speech Communication Association. September 22-26, 2008 en_US
dc.identifier.issn 2308-457X
dc.description Proceedings of Interspeech 2008, Brisbane (Australia) en_US
dc.description.abstract This paper presents improvements in text-dependent speaker recognition based on the use of Maximum A Posteriori (MAP) adaptation of Hidden Markov Models and the use of new sub-word level T-Normalization procedures. Results on the YOHO corpus show that the use of MAP adaptation provides a relative improvement of 22.6% in Equal Error Rate (EER) in comparison with Baum-Welch retraining and Maximum Likelihood Linear Regression (MLLR) adaptation. The newly proposed sub-word level T-Normalization procedures provide additional relative improvements, particularly for small cohorts, of up to 20% in EER in comparison with the normal utterance-level T-Normalization. en_US
dc.description.sponsorship This work was funded by the Spanish Ministry of Science and Technology under project TEC2006-13170-C02-01. en_US
dc.format.extent 4 pág. es_ES
dc.format.mimetype application/pdf en
dc.language.iso eng en
dc.publisher International Speech Communication Association en_US
dc.relation.ispartof Interspeech en_US
dc.rights © 2008 ISCA en_US
dc.subject.other speaker recognition en_US
dc.subject.other text-dependent en_US
dc.title MAP and sub-word level T-norm for text-dependent speaker recognition en_US
dc.type conferenceObject en
dc.subject.eciencia Informática es_ES
dc.subject.eciencia Telecomunicaciones es_ES
dc.identifier.publicationfirstpage 1933
dc.identifier.publicationlastpage 1936
dc.relation.eventdate September 22-26, 2008 en_US
dc.relation.eventnumber 9
dc.relation.eventplace Brisbane (Australia) en_US
dc.relation.eventtitle 9th Annual Conference of the International Speech Communication Association (Interspeech 2008) en_US
dc.type.version info:eu-repo/semantics/publishedVersion en Análisis y Tratamiento de Voz y Señales Biométricas (ING EPS-002) es_ES
dc.rights.accessRights openAccess en

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