Evaluation of single-channel speech enhancement algorithms by using objective quality and intelligibility measures

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dc.authorscopusid57203165669
dc.authorscopusid7801396079
dc.contributor.authorArslan, Özkan
dc.contributor.authorEngin, Erkan Zeki
dc.date.accessioned2022-05-11T14:17:41Z
dc.date.available2022-05-11T14:17:41Z
dc.date.issued2018
dc.departmentFakülteler, Çorlu Mühendislik Fakültesi, Elektronik ve Haberleşme Mühendisliği Bölümü
dc.descriptionAselsan;et al.;Huawei;IEEE Signal Processing Society;IEEE Turkey Section;Netas
dc.description26th IEEE Signal Processing and Communications Applications Conference, SIU 2018 -- 2 May 2018 through 5 May 2018 -- -- 137780
dc.description.abstractIn this study, single-channel speech enhancement algorithms were evaluated with objective quality and objective intelligibility measures using Turkish speech database. The clean 30 sentences from the METU database are corrupted by car and babble noise types at -10, -5, 0, 5 and 10 dB SNR levels. The Karhunen-Loeve Transform has been found to be more successful than other methods in terms of both quality and intelligibility, given the amount of segmental SNR improvement, weighted spectral slope, short-time objective intelligibility values and spectrogram representations. © 2018 IEEE.
dc.identifier.doi10.1109/SIU.2018.8404344
dc.identifier.endpage4
dc.identifier.isbn978-1538615010
dc.identifier.scopus2-s2.0-85050796155
dc.identifier.startpage1
dc.identifier.urihttps://doi.org/10.1109/SIU.2018.8404344
dc.identifier.urihttps://hdl.handle.net/20.500.11776/6440
dc.indekslendigikaynakScopus
dc.institutionauthorArslan, Özkan
dc.language.isotr
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof26th IEEE Signal Processing and Communications Applications Conference, SIU 2018
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectObjective quality
dc.subjectShort-time objective intelligibility
dc.subjectSpeech enhancement
dc.subjectMathematical transformations
dc.subjectPrincipal component analysis
dc.subjectQuality control
dc.subjectSignal processing
dc.subjectSignal to noise ratio
dc.subjectSpeech intelligibility
dc.subjectSpeech recognition
dc.subjectBabble noise
dc.subjectKarhunen Loeve Transform (KLT)
dc.subjectObjective qualities
dc.subjectSingle-channel speech enhancement algorithms
dc.subjectSNR improvement
dc.subjectSpectral slopes
dc.subjectSpectrograms
dc.subjectSpeech database
dc.subjectSpeech enhancement
dc.titleEvaluation of single-channel speech enhancement algorithms by using objective quality and intelligibility measures
dc.title.alternativeTek-Kanal Konusma Iyilestirme Algoritmalarinin Nesnel Kalite ve Anlasilabilirlik Ölçütleri ile Degerlendirilmesi]
dc.typeConference Object

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