Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)

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A Review on Multilingual Sign Language Translator

Authors
Durgam Deekshita1, *, Panumati Shravani1, Wendy Marla R. Marak1, S. M. Naveen Raja1
1Department of Artificial Intelligence and Data Science, Chaitanya Bharathi Institute of Technology, Hyderabad, Telangana, India
*Corresponding author. Email: deekshitadurgam.077@gmail.com
Corresponding Author
Durgam Deekshita
Available Online 4 November 2025.
DOI
10.2991/978-94-6463-858-5_266How to use a DOI?
Keywords
Sign language translation; deep learning; multilingual sign language; contactless recognition; graph neural networks; accessibility; text-based intermediate translation; real time application
Abstract

Sign language translation systems have been studied over and over and have become really important for helping deaf people talk to those who hear every day. This paper is a broad overview of what recent critical progress has been made in the conversion of one sign language into another, conveying efforts to create seamless translation that improved people’s communication with each other using the intermediate medium of text. Various deep learning models, including CNNs, RNNs, and GANs, have been evaluated through different techniques for sign language recognition and translation Techniques for sensor-based recognition, contactless recognition systems, and graph based feature extraction are used to describe what is currently possible.

Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
Series
Advances in Computer Science Research
Publication Date
4 November 2025
ISBN
978-94-6463-858-5
ISSN
2352-538X
DOI
10.2991/978-94-6463-858-5_266How to use a DOI?
Copyright
© 2025 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Durgam Deekshita
AU  - Panumati Shravani
AU  - Wendy Marla R. Marak
AU  - S. M. Naveen Raja
PY  - 2025
DA  - 2025/11/04
TI  - A Review on Multilingual Sign Language Translator
BT  - Proceedings of International Conference on Computer Science and Communication Engineering (ICCSCE 2025)
PB  - Atlantis Press
SP  - 3194
EP  - 3206
SN  - 2352-538X
UR  - https://doi.org/10.2991/978-94-6463-858-5_266
DO  - 10.2991/978-94-6463-858-5_266
ID  - Deekshita2025
ER  -