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dc.contributor.authorAydıngün, Anıl
dc.contributor.authorBağdatlıoğlu, Denizcan
dc.contributor.authorCanbaz, Burak
dc.contributor.authorKökbıyık, Abdullah
dc.contributor.authorYavuz, M Furkan
dc.contributor.authorBölücü, Necva
dc.contributor.authorCan, Burcu
dc.date.accessioned2020-10-30T10:12:04Z
dc.date.available2020-10-30T10:12:04Z
dc.date.issued2021-01-07
dc.identifier.citationAydıngün, A., Bağdatlıoğlu, D., Canbaz, B., Kökbıyık, A., Yavuz, M.F., Bölücü, N. and Can, B. (in press) Turkish music generation using deep learning, 28th IEEE 13th Signal Processing and Communications Applications Conference (SIU), 5th-7th October, 2020, Online.en
dc.identifier.issn2165-0608
dc.identifier.doi10.1109/SIU49456.2020.9302283
dc.identifier.urihttp://hdl.handle.net/2436/623744
dc.descriptionThis is an accepted manuscript of an article published by IEEE in 28th IEEE Conference on Signal Processing and Communications Applications (SIU), available online at: https://ieeexplore.ieee.org/document/9302283 The accepted version of the publication may differ from the final published version.en
dc.description.abstractBu çalı¸smada derin ögrenme ile Türkçe ¸sarkı bes- ˘ teleme üzerine yeni bir model tanıtılmaktadır. ¸Sarkı sözlerinin Tekrarlı Sinir Agları kullanan bir dil modeliyle otomatik olarak ˘ olu¸sturuldugu, melodiyi meydana getiren notaların da benzer ˘ ¸sekilde nöral dil modeliyle olu¸sturuldugu ve sözler ile melodinin ˘ bütünle¸stirilerek ¸sarkı sentezlemenin gerçekle¸stirildigi bu çalı¸sma ˘ Türkçe ¸sarkı besteleme için yapılan ilk çalı¸smadır. In this work, a new model is introduced for Turkish song generation using deep learning. It will be the first work on Turkish song generation that makes use of Recurrent Neural Networks to generate the lyrics automatically along with a language model, where the melody is also generated by a neural language model analogously, and then the singing synthesis is performed by combining the lyrics with the melody. It will be the first work on Turkish song generation.en
dc.formatapplication/pdfen
dc.language.isootheren
dc.publisherIEEEen
dc.relation.urlhttp://siu2020.medipol.edu.tr/en/en
dc.subjectnatural language processingen
dc.titleTurkish music generation using deep learningen
dc.typeConference contributionen
dc.date.updated2020-10-23T16:29:07Z
dc.conference.name28th IEEE Conference on Signal Processing and Communications Applications
dc.conference.locationVirtual
pubs.finish-date2020-10-07
pubs.start-date2020-10-05
dc.date.accepted2020-02-20
rioxxterms.funderuniversity of wolverhamptonen
rioxxterms.identifier.projectUOW30102020BCen
rioxxterms.versionAMen
rioxxterms.licenseref.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/en
rioxxterms.licenseref.startdate2021-01-07en
refterms.dateFCD2020-10-30T10:07:27Z
refterms.versionFCDAM


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