Aвтоматическая сегментация речи с помощью методов кластеризации

Urinboev, Johongir, Nugmanova, Mavluda

Al-Farg'oniy avlodlari · 2024-yil

Annotatsiya

This paper analyzes the effectiveness of modern clustering algorithms for automatic segmentation of speech signals. Segmentation methods based on K-means, fuzzy c-means, and DBSCAN algorithms were applied, and the time boundaries of words were determined using these methods. The obtained results confirm the effectiveness of these algorithms in automatic speech processing. The work also describes an approach to defining precise word boundaries. The results were compared with other methods of speech signal segmentation.

Maqola ma’lumotlari
MualliflarUrinboev, Johongir, Nugmanova, Mavluda
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2024-12-28
Son4
Betlar220-225
TilRus
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Aвтоматическое распознавание речи, сегментация речевого сигнала, кластеризация, метод k-means, метод нечеткого c-means, метод DBSCAN, Biharmonic equation, semicircle, non-correct problem, approximate solution, Laplace operator, conditional correctness, stability theorem, Fourier series, regularization method, Hilbert space, Fredholm equation., Nutqni avtomatik tanib olish, nutq signalini segmentatsiyalash, klasterlash, k-means usuli, noaniq c-means usuli, DBSCAN usuli.

Ilmiy soha

Texnika

Iqtibos keltirish

APAUrinboev, Johongir, & Nugmanova, Mavluda (2024). AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ. Al-Farg'oniy avlodlari, (4), 220-225. https://al-fargoniy.uz/index.php/journal/article/view/626
GOST (OAK)Urinboev, Johongir, Nugmanova, Mavluda AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ // Al-Farg'oniy avlodlari. – 2024. – № 4. – С. 220-225.
MLAUrinboev, Johongir, and Nugmanova, Mavluda. “AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ.” Al-Farg'oniy avlodlari, (4), 220-225, 2024. https://al-fargoniy.uz/index.php/journal/article/view/626
ChicagoUrinboev, Johongir, and Nugmanova, Mavluda. “AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ.” Al-Farg'oniy avlodlari, (4), 220-225 (2024). https://al-fargoniy.uz/index.php/journal/article/view/626
HarvardUrinboev, Johongir, and Nugmanova, Mavluda (2024) ‘AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ’, Al-Farg'oniy avlodlari, (4), 220-225. https://al-fargoniy.uz/index.php/journal/article/view/626
BibTeX
@article{urinboevjohongir2024,
  title = {AВТОМАТИЧЕСКАЯ СЕГМЕНТАЦИЯ РЕЧИ С ПОМОЩЬЮ МЕТОДОВ КЛАСТЕРИЗАЦИИ},
  author = {Urinboev, Johongir and Nugmanova, Mavluda},
  journal = {Al-Farg'oniy avlodlari},
  year = {2024},
  number = {4},
  pages = {220-225},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/626}
}

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