An Isolated Word Speaker Recognition System
| dc.contributor.author | Ozaydin, S. | |
| dc.contributor.authorID | 253019 | tr_TR |
| dc.contributor.other | 01. Çankaya Üniversitesi | |
| dc.contributor.other | 08. Meslek Yüksekokulları | |
| dc.contributor.other | 08.02. Çankaya Meslek Yüksekokulu | |
| dc.date.accessioned | 2020-03-19T12:57:24Z | |
| dc.date.accessioned | 2025-09-18T14:09:27Z | |
| dc.date.available | 2020-03-19T12:57:24Z | |
| dc.date.available | 2025-09-18T14:09:27Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | The paper presents a design of an isolated word speaker recognizer system by using the Hidden Markov Model. HTK toolkit is used as a design tool. The system is operated on a closed set of speakers and with a limited vocabulary of words. Digit utterances from one to ten with ten speakers (7 male, 3 female) are used as dataset in the system. It consists of isolated words that are separated by silences. Each speaker reads each word ten times. Six of them are used in training and the remaining are used in the test phase. The Mel cepstral coefficients are used in order to design the acoustic features and HMM models are constructed. A threshold calculation is performed for each speaker. After threshold adjustment, tests are performed for the performance evaluation and accuracy rates are calculated for each user. The system resulted in changing levels of recognition accuracy for each speaker and each word. © 2017 IEEE. | en_US |
| dc.identifier.citation | Özaydın, Selma, "An isolated word speaker recognition system", 2017 International Conference On Electrical And Computing Technologies And Applications (ICECTA), pp.70-74, (2017). | en_US |
| dc.identifier.doi | 10.1109/ICECTA.2017.8251987 | |
| dc.identifier.isbn | 9781538608722 | |
| dc.identifier.scopus | 2-s2.0-85045961801 | |
| dc.identifier.uri | https://doi.org/10.1109/ICECTA.2017.8251987 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/13390 | |
| dc.language.iso | en | en_US |
| dc.publisher | Institute of Electrical and Electronics Engineers Inc. | en_US |
| dc.relation.ispartof | 2017 International Conference on Electrical and Computing Technologies and Applications, ICECTA 2017 -- 2017 International Conference on Electrical and Computing Technologies and Applications, ICECTA 2017 -- 21 November 2017 through 23 November 2017 -- Ras Al Khaimah -- 134092 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Feature Extraction | en_US |
| dc.subject | Hmm | en_US |
| dc.subject | Htk | en_US |
| dc.subject | Isolated Word | en_US |
| dc.subject | Mfcc | en_US |
| dc.subject | Speaker Recognition | en_US |
| dc.subject | Speaker Verification | en_US |
| dc.title | An Isolated Word Speaker Recognition System | en_US |
| dc.title | An isolated word speaker recognition system | tr_TR |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.institutional | Özaydın, Selma | |
| gdc.author.scopusid | 6602310280 | |
| gdc.author.wosid | Ozaydin, Selma/P-7627-2018 | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | Ozaydin S., Electronics and Communication Engineering, Cankaya University, Ankara, Turkey | en_US |
| gdc.description.endpage | 5 | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.startpage | 1 | en_US |
| gdc.description.volume | 2018-January | en_US |
| gdc.description.woscitationindex | Conference Proceedings Citation Index - Science | |
| gdc.identifier.openalex | W2784024903 | |
| gdc.identifier.wos | WOS:000430335800016 | |
| gdc.openalex.fwci | 0.0 | |
| gdc.openalex.normalizedpercentile | 0.16 | |
| gdc.opencitations.count | 1 | |
| gdc.plumx.mendeley | 3 | |
| gdc.plumx.scopuscites | 1 | |
| gdc.scopus.citedcount | 1 | |
| gdc.wos.citedcount | 0 | |
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