Evaluation of Single-Channel Speech Enhancement Algorithms by Using Objective Quality and Intelligibility Measures
| dc.authorwosid | Arslan, Özkan/ABA-6567-2020 | |
| dc.contributor.author | Arslan, Özkan | |
| dc.contributor.author | Engin, Erkan Zeki | |
| dc.date.accessioned | 2022-05-11T14:17:40Z | |
| dc.date.available | 2022-05-11T14:17:40Z | |
| dc.date.issued | 2018 | |
| dc.department | Fakülteler, Çorlu Mühendislik Fakültesi, Elektronik ve Haberleşme Mühendisliği Bölümü | |
| dc.description | 26th IEEE Signal Processing and Communications Applications Conference (SIU) -- MAY 02-05, 2018 -- Izmir, TURKEY | |
| dc.description.abstract | In 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. | |
| dc.description.sponsorship | IEEE, 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 Univ | |
| dc.identifier.isbn | 978-1-5386-1501-0 | |
| dc.identifier.issn | 2165-0608 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.11776/6439 | |
| dc.identifier.wos | WOS:000511448500197 | |
| dc.identifier.wosquality | N/A | |
| dc.indekslendigikaynak | Web of Science | |
| dc.institutionauthor | Arslan, Özkan | |
| dc.language.iso | tr | |
| dc.publisher | IEEE | |
| dc.relation.ispartof | 2018 26th Signal Processing and Communications Applications Conference (Siu) | |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | |
| dc.subject | speech enhancement | |
| dc.subject | objective quality | |
| dc.subject | short-time objective intelligibility | |
| dc.title | Evaluation of Single-Channel Speech Enhancement Algorithms by Using Objective Quality and Intelligibility Measures | |
| dc.type | Conference Object |
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