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Author

E. Daiyrbayeva

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3 papers indexed here

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Conference Sep 2026

Deep Learning-Based Speech-to-Sign Language Translation for Inclusive Communication

The developed system converts speech into sign language in real time, taking into account the mixture of Kazakh and Russian languages commonly used in Kazakhstan and other multilingual communities. Such bilingualism presents additional challenges for machine translation systems, making the development of adaptive model...

A. Yerimbetova, E. Daiyrbayeva, Bekarystankyzy Akbayan et al. · 0 citations
Conference Open access Sep 2026

Attention-Enhanced 1D Convolutional Neural Network Transformer for Skeleton-Based Sign Language Recognition

The proposed SLR method based on the analysis of temporal sequences derived from hand skeletal data demonstrates strong and reliable performance and shows considerable potential for integration into automatic Sign Language Translation systems and advanced human-computer interaction applications.

A. Yerimbetova, E. Daiyrbayeva, U. Berzhanova et al. · 0 citations
Conference Open access Sep 2026

Fake News Detection in the Kazakh Language: A Review of Corpus Annotation, Multilingual Modeling, and Low-Resource Challenges

This focused narrative review examines fake news detection for Kazakh as a low-resource natural language processing problem. It synthesizes work on corpus construction, binary and multi-level annotation, traditional classifiers, multilingual transformers, evidence-aware verification, and social and multimodal context....

D. Telman, A. Yerimbetova, E. Daiyrbayeva · 0 citations

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