[HTML][HTML] Automatic speech recognition method based on deep learning approaches for Uzbek language

A Mukhamadiyev, I Khujayarov, O Djuraev, J Cho - Sensors, 2022 - mdpi.com
Communication has been an important aspect of human life, civilization, and globalization
for thousands of years. Biometric analysis, education, security, healthcare, and smart cities …

Multilingual speech recognition for Turkic languages

S Mussakhojayeva, K Dauletbek, R Yeshpanov… - Information, 2023 - mdpi.com
The primary aim of this study was to contribute to the development of multilingual automatic
speech recognition for lower-resourced Turkic languages. Ten languages—Azerbaijani …

Development of language models for continuous Uzbek speech recognition system

A Mukhamadiyev, M Mukhiddinov, I Khujayarov… - Sensors, 2023 - mdpi.com
Automatic speech recognition systems with a large vocabulary and other natural language
processing applications cannot operate without a language model. Most studies on pre …

Recent Advancements and Challenges of Turkic Central Asian Language Processing

Y Veitsman, M Hartmann - arxiv preprint arxiv:2407.05006, 2024 - arxiv.org
Research in NLP for Central Asian Turkic languages-Kazakh, Uzbek, Kyrgyz, and Turkmen-
faces typical low-resource language challenges like data scarcity, limited linguistic …

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 …

Integrated End-to-End automatic speech recognition for languages for agglutinative languages

A Bekarystankyzy, O Mamyrbayev… - ACM Transactions on …, 2024 - dl.acm.org
The relevance of the problem of automatic speech recognition lies in the lack of research for
low-resource languages, stemming from limited training data and the necessity for new …

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 …

Uzbek speech synthesis using deep learning algorithms

MI Abdullaeva, DB Juraev, MM Ochilov… - … on Intelligent Human …, 2022 - Springer
This paper presents modern architectures for effective speech synthesis. Since each
language has its own subtleties, the task of applying the world methods for the Uzbek …

Noise-Robust Multilingual Speech Recognition and the Tatar Speech Corpus

S Mussakhojayeva, R Gilmullin… - … in Information and …, 2024 - ieeexplore.ieee.org
After focusing on individual languages for a long time, multilingual automatic speech
recognition has recently become an active area of research. For instance, Whisper by …

Automatic speech recognition trained with convolutional neural network and predicted with recurrent neural network

M Soundarya, PR Karthikeyan… - 2023 9th International …, 2023 - ieeexplore.ieee.org
An important method for interacting between humans and computers is Automatic-Speech-
Recognition (ASR). This technique enables a computer to recognize the word (acoustic) …