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Impact of pitch frequency on speaker identification

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dc.contributor.buuauthorEskidere, Ömer
dc.contributor.buuauthorErtaş, Figen
dc.contributor.departmentUludag Üniversitesi
dc.contributor.departmentTeknik Bilimler Meslek Yüksekokulu
dc.contributor.researcheridAAH-4188-2021
dc.contributor.scopusid24723995200
dc.contributor.scopusid24724154500
dc.date.accessioned2024-03-04T08:52:17Z
dc.date.available2024-03-04T08:52:17Z
dc.date.issued2007
dc.descriptionBu çalışma, 11-13 Haziran 2007 tarihleri arasında Eskişehir[Türkiye]’da düzenlenen IEEE 15. Signal Processing and Communications Applications Conference’da bildiri olarak sunulmuştur.
dc.description.abstractIn this paper, the impact of pitch frequency on speaker identification using Gaussian mixture model has been investigated employing clean speech (TIMIT) and telephone speech (NTIMIT) databases. Pitch frequency, as directly related to human vocal tract, may also be used as a speaker discriminating feature in noisy environments, such as telephone lines. Although the performance of pitch frequency alone is poor on telephone speech, it provides %8.34 enhancement in identification performance when used in combination with mel-frequency cepstral coefficients (mfcc).
dc.description.sponsorshipIEEE
dc.identifier.citationEskidere, Ö. ve Ertaş, F. (2007). "Impact of pitch frequency on speaker identification". 2007 IEEE 15. Signal Processing and Communications Applications, SIU, 1-3, 499.
dc.identifier.isbn978-1-4244-0719-4
dc.identifier.scopus2-s2.0-50249156965
dc.identifier.startpage499
dc.identifier.urihttps://hdl.handle.net/11452/40172
dc.identifier.volume1-3
dc.identifier.wos000252924600125
dc.indexed.scopusScopus
dc.indexed.wosCPCIS
dc.language.isoen
dc.publisherIEEE
dc.relation.journal2007 IEEE 15th Signal Processing and Communications Applications, SIU
dc.relation.publicationcategoryKonferans Öğesi – Uluslararası
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectComputer Science
dc.subjectTelecommunications
dc.subjectEngineering
dc.subjectContinuous speech recognition
dc.subjectClean speech
dc.subjectTelephone speech
dc.subjectGaussian mixture model
dc.subjectSpeaker identification
dc.subjectHuman vocal tract
dc.subjectPitch frequencies
dc.subjectIdentification performance
dc.subjectNoisy environments
dc.subjectMel-Frequency Cepstral Coefficients
dc.subjectLoudspeakers
dc.subjectSignal processing
dc.subjectTelephone sets
dc.subjectSpeech
dc.subjectTelephone
dc.subjectSpeech enhancement
dc.subjectSpeech recognition
dc.subject.scopusSpeech Recognition; Language Recognition; Utterance
dc.subject.wosComputer science, artificial intelligence
dc.subject.wosTelecommunications
dc.subject.wosComputer science, theory & methods
dc.subject.wosEngineering, electrical & electronic
dc.titleImpact of pitch frequency on speaker identification
dc.typeconferenceObject
dc.type.subtypeProceedings Paper
dspace.entity.typePublication
local.contributor.departmentUludag Üniversitesi/Teknik Bilimler Meslek Yüksekokulu
local.indexed.atWOS
local.indexed.atScopus

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