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[HTML][HTML] Automatic speech recognition method based on deep learning approaches for Uzbek language
Communication has been an important aspect of human life, civilization, and globalization
for thousands of years. Biometric analysis, education, security, healthcare, and smart cities …
for thousands of years. Biometric analysis, education, security, healthcare, and smart cities …
Automatic speech recognition for Uyghur, Kazakh, and Kyrgyz: An overview
With the emergence of deep learning, the performance of automatic speech recognition
(ASR) systems has remarkably improved. Especially for resource-rich languages such as …
(ASR) systems has remarkably improved. Especially for resource-rich languages such as …
Review on research progress of machine lip reading
G Pu, H Wang - The Visual Computer, 2023 - Springer
Abstract Machine lip reading recognizes text content through the speaker's lip motion
information. Lip reading has significant research and application value. With the continuous …
information. Lip reading has significant research and application value. With the continuous …
Multilingual speech recognition for Turkic languages
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 …
speech recognition for lower-resourced Turkic languages. Ten languages—Azerbaijani …
[PDF][PDF] KSC2: An Industrial-Scale Open-Source Kazakh Speech Corpus.
We present the first industrial-scale open-source Kazakh speech corpus for automatic
speech recognition research and development. Our corpus subsumes two previously …
speech recognition research and development. Our corpus subsumes two previously …
[PDF][PDF] Kazakh Speech Recognition: Wav2vec2. 0 vs. Whisper
Z Kozhirbayev - Journal of Advances in Information Technology, 2023 - jait.us
In recent years, the progress made in neural models trained on extensive multilingual text or
speech data has shown great potential for improving the status of underresourced …
speech data has shown great potential for improving the status of underresourced …
USC: An open-source Uzbek speech corpus and initial speech recognition experiments
We present a freely available speech corpus for the Uzbek language and report preliminary
automatic speech recognition (ASR) results using both the deep neural network hidden …
automatic speech recognition (ASR) results using both the deep neural network hidden …
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 …
possible based on the widespread use of machine learning methods. The idea of this project …
A study of multilingual end-to-end speech recognition for Kazakh, Russian, and English
We study training a single end-to-end (E2E) automatic speech recognition (ASR) model for
three languages used in Kazakhstan: Kazakh, Russian, and English. We first describe the …
three languages used in Kazakhstan: Kazakh, Russian, and English. We first describe the …
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 …
model, it is necessary to have sufficient audio data transcribed, for training. Many languages …