Algorithm for building and training a neural network to solve the problem of speech recognition

ТАТУ хабарлари · 2023-yil

Annotatsiya

This article considers the problem of speech recognition using the example of word recognition learned through the reverse error distribution method.The article presents the practical results of training a constructed neural network with training samples of different sizes.One of the promising areas to solve speech recognition problems is the use of artificial neural networks.Neural networks are widely used to solve various classes of speech recognition problems, taking into account their ability to generalize.A method to solve the speech recognition problem is considered using the example of recognizing individual words of a limited dictionary using a direct propagation neural network trained by the error back propagation method.The practical results of training the constructed neural network at different sizes of the training sample are presented.

Maqola ma’lumotlari
JurnalТАТУ хабарлари
NashriyotТошкент ахборот технологиялари университети
ISSN2010-9857, 2181-1083
Nashr sanasi2023-10-03
TilIngliz
Ilmiy sohaTexnika
DOI10.61663/233tuitmct1arr
Indeksga qo‘shilgan2026-09-02

DOI: 10.61663/233tuitmct1arr · Maqolaning asl sahifasi

Ilmiy soha

Texnika

Iqtibos keltirish

APANoma’lum muallif (2023). ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION. ТАТУ хабарлари. https://doi.org/10.61663/233tuitmct1arr
GOST (OAK)Noma’lum muallif ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION // ТАТУ хабарлари. – 2023. – DOI: 10.61663/233tuitmct1arr.
MLANoma’lum muallif. “ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION.” ТАТУ хабарлари, 2023. https://doi.org/10.61663/233tuitmct1arr
ChicagoNoma’lum muallif. “ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION.” ТАТУ хабарлари (2023). https://doi.org/10.61663/233tuitmct1arr
HarvardNoma’lum muallif (2023) ‘ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION’, ТАТУ хабарлари. https://doi.org/10.61663/233tuitmct1arr
BibTeX
@article{article2023,
  title = {ALGORITHM FOR BUILDING AND TRAINING A NEURAL NETWORK TO SOLVE THE PROBLEM OF SPEECH RECOGNITION},
  author = {Unknown},
  journal = {ТАТУ хабарлари},
  year = {2023},
  doi = {10.61663/233tuitmct1arr},
  url = {https://doi.org/10.61663/233tuitmct1arr}
}

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