The article describes an implementing a real time speaker identification system by voice for embedded and general purpose computers. A review and analysis of existing speaker identification algorithms are made. The speaker's input speech is recorded in the system, go through the preprocessing stage, extract features and voice parameters for further identification. To recognize the speaker by voice parameters, the Vector quantization and Hidden Markov model algorithms are used. The VQ and HMM algorithms showed recognition accuracy of 96% and 98%, respectively.
| Mualliflar | Shukurov, Kamoliddin |
|---|---|
| Jurnal | ТАТУ хабарлари |
| Nashriyot | Тошкент ахборот технологиялари университети |
| ISSN | 2010-9857, 2181-1083 |
| Nashr sanasi | 2021-04-20 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| DOI | 10.51348/tuitmct442 |
| Indeksga qo‘shilgan | 2026-09-02 |
DOI: 10.51348/tuitmct442 · Maqolaning asl sahifasi
| APA | Shukurov, Kamoliddin (2021). Analysis of algorithms and implementation of real time speaker identification system. ТАТУ хабарлари. https://doi.org/10.51348/tuitmct442 |
|---|---|
| GOST (OAK) | Shukurov, Kamoliddin Analysis of algorithms and implementation of real time speaker identification system // ТАТУ хабарлари. – 2021. – DOI: 10.51348/tuitmct442. |
| MLA | Shukurov, Kamoliddin. “Analysis of algorithms and implementation of real time speaker identification system.” ТАТУ хабарлари, 2021. https://doi.org/10.51348/tuitmct442 |
| Chicago | Shukurov, Kamoliddin. “Analysis of algorithms and implementation of real time speaker identification system.” ТАТУ хабарлари (2021). https://doi.org/10.51348/tuitmct442 |
| Harvard | Shukurov, Kamoliddin (2021) ‘Analysis of algorithms and implementation of real time speaker identification system’, ТАТУ хабарлари. https://doi.org/10.51348/tuitmct442 |
| BibTeX | @article{shukurovkamoliddin2021,
title = {Analysis of algorithms and implementation of real time speaker identification system},
author = {Shukurov, Kamoliddin},
journal = {ТАТУ хабарлари},
year = {2021},
doi = {10.51348/tuitmct442},
url = {https://doi.org/10.51348/tuitmct442}
} |
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