A novel fast algorithm for speech and audio coding

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dc.authorid0000-0002-7008-4778
dc.authorid0000-0002-4597-0954
dc.authorid0000-0002-7008-4778en_US
dc.authorid0000-0002-4597-0954en_US
dc.contributor.authorGüz, Ümiten_US
dc.contributor.authorGürkan, Hakanen_US
dc.contributor.authorYarman, Bekir Sıddık Binboğaen_US
dc.date.accessioned2015-07-14T23:48:12Z
dc.date.available2015-07-14T23:48:12Z
dc.date.issued2007
dc.departmentIşık Üniversitesi, Mühendislik Fakültesi, Elektrik-Elektronik Mühendisliği Bölümüen_US
dc.departmentIşık University, Faculty of Engineering, Department of Electrical-Electronics Engineeringen_US
dc.description.abstractIn this work a new mathematical modeling approach is proposed for the representation of the speech and audio signals. This approach is based on the generation of the so called Predefined Signature Sequence (PSS) and Predefined Envelope Sequence (PES) Sets. After the generation process of the PSS and PES sets, they are clustered by effective k-means clustering algorithm and the PSS and PES are redefined by using these centroids. By using this approach, the drawbacks by means of the size of the sets, speed of the reconstruction process (computational complexity) which arise in the proposed methods previously are highly eliminated. In spite of these improvements, the initial results proved that, the quality of the reconstructed signals remains within the limitations of the acceptable hearing quality.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationGüz, Ü., Gürkan, H. & Yarman, B. S. B. (2007). A novel fast algorithm for speech and audio coding. Paper presented at the 2007 IEEE International Symposium on Circuits and Systems, 4020-4023. doi:10.1109/ISCAS.2007.378800en_US
dc.identifier.doi10.1109/ISCAS.2007.378800
dc.identifier.endpage4023
dc.identifier.isbn9781424409204
dc.identifier.isbn1424409217
dc.identifier.isbn1424409209
dc.identifier.issn0271-4302en_US
dc.identifier.issn2158-1525en_US
dc.identifier.scopus2-s2.0-34548812574en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage4020
dc.identifier.urihttps://hdl.handle.net/11729/645
dc.identifier.urihttp://dx.doi.org/10.1109/ISCAS.2007.378800
dc.identifier.wosWOS:000251608405092en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakConference Proceedings Citation Index – Science (CPCI-S)en_US
dc.institutionauthorGüz, Ümiten_US
dc.institutionauthorGürkan, Hakanen_US
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherIEEEen_US
dc.relation.ispartof2007 IEEE International Symposium on Circuits and Systemsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAudio codingen_US
dc.subjectAuditory systemen_US
dc.subjectBandwidthen_US
dc.subjectBit rateen_US
dc.subjectClustering algorithmsen_US
dc.subjectComputational complexityen_US
dc.subjectPulse modulationen_US
dc.subjectSignal to noise ratioen_US
dc.subjectSpeech codingen_US
dc.subjectSpeech synthesisen_US
dc.subjectK-Means clustering algorithmen_US
dc.subjectMathematical modelingen_US
dc.subjectPredefined envelope sequenceen_US
dc.subjectPredefined signature sequenceen_US
dc.subjectSignal representationen_US
dc.subjectSignals reconstructionen_US
dc.subjectApproximation theoryen_US
dc.subjectStatistical analysisen_US
dc.subjectAlgorithmsen_US
dc.subjectMathematical modelsen_US
dc.subjectSet theoryen_US
dc.subjectPredefined Signature Sequence (PSS)en_US
dc.titleA novel fast algorithm for speech and audio codingen_US
dc.typeConference Objecten_US

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