Discriminative likelihood score weighting based on acoustic-phonetic classification for speaker identification

Cited 2 time in webofscience Cited 2 time in scopus
  • Hit : 785
  • Download : 0
DC FieldValueLanguage
dc.contributor.authorSuh, Young Jooko
dc.contributor.authorKim, Hoi-Rinko
dc.date.accessioned2014-12-16-
dc.date.available2014-12-16-
dc.date.created2014-08-18-
dc.date.created2014-08-18-
dc.date.issued2014-08-
dc.identifier.citationEURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING-
dc.identifier.issn1687-6180-
dc.identifier.urihttp://hdl.handle.net/10203/192599-
dc.description.abstractIn this paper, a new discriminative likelihood score weighting technique is proposed for speaker identification. The proposed method employs a discriminative weighting of frame-level log-likelihood scores with acoustic-phonetic classification in the Gaussian mixture model (GMM)-based speaker identification. Experiments performed on the Aurora noise-corrupted TIMIT database showed that the proposed approach provides meaningful performance improvement with an overall relative error reduction of 15.8% over the maximum likelihood-based baseline GMM approach.-
dc.languageEnglish-
dc.publisherSPRINGER INTERNATIONAL PUBLISHING AG-
dc.subjectSPEECH RECOGNITION-
dc.subjectVERIFICATION-
dc.subjectMODELS-
dc.titleDiscriminative likelihood score weighting based on acoustic-phonetic classification for speaker identification-
dc.typeArticle-
dc.identifier.wosid000347990700001-
dc.identifier.scopusid2-s2.0-84928561386-
dc.type.rimsART-
dc.citation.publicationnameEURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING-
dc.identifier.doi10.1186/1687-6180-2014-126-
dc.embargo.liftdate9999-12-31-
dc.embargo.terms9999-12-31-
dc.contributor.localauthorKim, Hoi-Rin-
dc.type.journalArticleArticle-
dc.subject.keywordAuthorDiscriminative training-
dc.subject.keywordAuthorAcoustic-phonetic classification-
dc.subject.keywordAuthorScore weighting-
dc.subject.keywordAuthorSpeaker identification-
dc.subject.keywordPlusSPEECH RECOGNITION-
dc.subject.keywordPlusVERIFICATION-
dc.subject.keywordPlusMODELS-
Appears in Collection
EE-Journal Papers(저널논문)
Files in This Item
This item is cited by other documents in WoS
⊙ Detail Information in WoSⓡ Click to see webofscience_button
⊙ Cited 2 items in WoS Click to see citing articles in records_button

qr_code

  • mendeley

    citeulike


rss_1.0 rss_2.0 atom_1.0