Enhancing Deepfake Detection with Audio Spectrograms and Siamese Networks
| dc.contributor.author | Eminağaoğlu, Mete | |
| dc.contributor.author | Çetin, Nur Ceylin | |
| dc.contributor.author | Gürbüzerol, İlayda | |
| dc.contributor.author | Özdemir, Selma İrem | |
| dc.contributor.author | Şenavcu, Bilge | |
| dc.date.accessioned | 2026-04-07T11:58:22Z | |
| dc.date.available | 2026-04-07T11:58:22Z | |
| dc.date.issued | 2026 | |
| dc.description.sponsorship | The authors would like to thank Dr. Nida Kumbasar from The Defense Industry Artificial Intelligence Talent Cluster (SAYZEK) for her mentorship and guidance. This article is part of a BS graduation research project that has been accepted and supported by TÜBİTAK - University Students Research Projects Support Program, 2209-A, Türkiye (Project ID: 1919B012464642). | |
| dc.description.sponsorship | SAYZEK; Defense Industry Artificial Intelligence Talent Cluster; Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TUBITAK, (2209-A, 1919B012464642); Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, TUBITAK | |
| dc.identifier.doi | 10.1007/978-3-032-11402-0_22 | |
| dc.identifier.isbn | 9783032114013 | |
| dc.identifier.issn | 0302-9743 | |
| dc.identifier.scopus | 2-s2.0-105023478114 | |
| dc.identifier.uri | https://hdl.handle.net/123456789/14189 | |
| dc.identifier.uri | https://doi.org/10.1007/978-3-032-11402-0_22 | |
| dc.language.iso | en | |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | |
| dc.relation.ispartof | Lecture Notes in Computer Science -- 45th SGAI International Conference on Artificial Intelligence, AI 2025 -- 16 December 2025 through 18 December 2025 -- Cambridge -- 344179 | |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | Mel Spectrograms | |
| dc.subject | Fakeavceleb | |
| dc.subject | Siamese Networks | |
| dc.subject | Deepfake Detection | |
| dc.subject | MLAAD | |
| dc.title | Enhancing Deepfake Detection with Audio Spectrograms and Siamese Networks | en_US |
| dc.type | Conference Object | |
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| gdc.description.departmenttemp | [Şenavcu B.] Department of Computer Engineering, Yaşar University, İzmir, Turkey; [Özdemir S.İ.] Department of Computer Engineering, Yaşar University, İzmir, Turkey; [Çetin N.C.] Department of Computer Engineering, Yaşar University, İzmir, Turkey; [Gürbüzerol İ.] Department of Computer Engineering, Yaşar University, İzmir, Turkey; [Eminağaoğlu M.] Department of Computer Engineering, Yaşar University, İzmir, Turkey | |
| gdc.description.endpage | 299 | |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | |
| gdc.description.startpage | 291 | |
| gdc.description.volume | 16301 LNAI | |
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| gdc.virtual.author | Eminağaoğlu, Mete | |
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