Özellik vektörlerinde enerji türevleri ile konuşmacı bağımsız Türkçe konuşma tanıma iyileştirmesi

dc.contributor.authorÇakır, Mert Yılmaz
dc.contributor.authorŞirin, Yahya
dc.date.accessioned2020-12-20T06:49:52Z
dc.date.available2020-12-20T06:49:52Z
dc.date.issued2018
dc.departmentMühendislik ve Doğa Bilimleri Fakültesien_US
dc.description26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEYen_US
dc.descriptionWOS:000511448500662en_US
dc.description.abstractAt the recent times, speech recognition applications, which are increasingly used in smart devices, are gaining importance as they perform well on speaker-independent systems. In this study, an increase is obtained in the feature vectors extracted from the speech by traditional studies. For this process, energy and delta derivatives were applied to measure hidden speaker identities in audio bands. The coefficients obtained are given as input values to gain estimation ability to intelligent devices. The comparison and evaluation of the work, that is done with the traditional studies, is presented to indicate the efficiency of the work.en_US
dc.description.sponsorshipIEEE, Huawei, Aselsan, NETAS, IEEE Turkey Sect, IEEE Signal Proc Soc, IEEE Commun Soc, ViSRATEK, Adresgezgini, Rohde & Schwarz, Integrated Syst & Syst Design, Atilim Univ, Havelsan, Izmir Katip Celebi Univen_US
dc.identifier.doi10.1109/SIU.2018.8404809
dc.identifier.isbn978-1-5386-1501-0
dc.identifier.issn2165-0608
dc.identifier.urihttps://hdl.handle.net/20.500.12436/1845
dc.identifier.urihttps://www.doi.org/10.1109/SIU.2018.8404809
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Science
dc.institutionauthorÇakır, Mert Yılmaz
dc.institutionauthorŞirin, Yahya
dc.language.isotr
dc.publisherIeeeen_US
dc.relation.ispartof2018 26Th Signal Processing And Communications Applications Conference (Siu)en_US
dc.relation.ispartofseriesSignal Processing and Communications Applications Conference
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectsound processingen_US
dc.subjectdata miningen_US
dc.subjectpattern recognitionen_US
dc.subjectspeaker independent speech recognitionen_US
dc.subjectfeature extractionen_US
dc.subjectmel frequency cepstral coefficientsen_US
dc.subjectenergy and delta derivatesen_US
dc.subjectSes işleme
dc.subjectVeri madenciliği
dc.subjectÖrüntü tanıma
dc.subjectKonuşmacı bağımsız konuşma tanıma
dc.subjectÖzellik çıkarımı
dc.subjectMel frekanslı kepstral katsayılar
dc.subjectEnerji ve delta türevleri
dc.titleÖzellik vektörlerinde enerji türevleri ile konuşmacı bağımsız Türkçe konuşma tanıma iyileştirmesien_US
dc.title.alternativeSpeaker independent Turkish speech recognition optimization with energy derivates on feature vectors
dc.typeConference Object
dspace.entity.typePublication

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