Automatic speech recognition for Uyghur, Kazakh, and Kyrgyz: An overview

W Du, Y Maimaitiyiming, M Nijat, L Li, A Hamdulla… - Applied Sciences, 2022 - mdpi.com
With the emergence of deep learning, the performance of automatic speech recognition
(ASR) systems has remarkably improved. Especially for resource-rich languages such as …

Hybrid end-to-end model for Kazakh speech recognition

OZ Mamyrbayev, DO Oralbekova, K Alimhan… - International Journal of …, 2023 - Springer
Modern automatic speech recognition systems based on end-to-end (E2E) models show
good results in terms of the accuracy of language recognition, which have large corpuses for …

Identifying the influence of transfer learning method in develo** an end-toend automatic speech recognition system with a low data level

O Mamyrbayev, K Alimhan, D Oralbekova… - 2022 - dspace.enu.kz
Ensuring the best quality and performance of modern speech technologies, today, is
possible based on the widespread use of machine learning methods. The idea of this project …

Multilingual end-to-end ASR for low-resource Turkic languages with common alphabets

A Bekarystankyzy, O Mamyrbayev, M Mendes… - Scientific Reports, 2024 - nature.com
To obtain a reliable and accurate automatic speech recognition (ASR) machine learning
model, it is necessary to have sufficient audio data transcribed, for training. Many languages …

Recent Advancements and Challenges of Turkic Central Asian Language Processing

Y Veitsman - ar** area in machine learning. The most
popular speech recognition systems today are end-to-end systems, especially those models …

Original Research Article Speech data collection system for KUI, a Low resourced tribal

SK Nayak, AK Nayak, S Mishra, P Mohanty… - Journal of …, 2024 - jai.front-sci.com
A new generation of speech translation technology is being developed to enable natural
cross-language communication. Research efforts must focus on large vocabulary …

Application of neural networks ensemble method for the Kazakh sign language recognition

Y Amirgaliyev, A Ataniyazova, Z Buribayev… - Bulletin of Electrical …, 2024 - beei.org
Sign languages are an extremely important means of communication in many cases,
especially for deaf and hard of hearing people. But the same gesture can convey different …

[HTML][HTML] Continuous sign language recognition and its translation into intonation-colored speech

N Amangeldy, A Ukenova, G Bekmanova… - Sensors, 2023 - mdpi.com
This article is devoted to solving the problem of converting sign language into a consistent
text with intonation markup for subsequent voice synthesis of sign phrases by speech with …