A Framework of Ensemble CNN Models for Real-Time Sign Language Translation

HX Chung, N Hameed, J Clos… - 2022 14th International …, 2022 - ieeexplore.ieee.org
American sign language (ASL) is a natural language to minimize communication barrier for
the people suffering from hearing and speech impairment. However, sign languages are not …

Indian Sign Language Digit Translation Using CNN with Swish Activation Function

S Sabharwal, P Singla - International Conference on Information Systems …, 2022 - Springer
With the change in technology at such a fast pace, every piece of information is available on
the Internet. But certain sections of society like deaf-mute persons are still struggling for their …

A Comprehensive Review of CNN-Based Sign Language Translation System

Seema, P Singla - Proceedings of Data Analytics and Management …, 2023 - Springer
One of the most crucial tools for connecting with others is communication. Effective
communication skills can smooth our path and improve our interactions with people in our …

Vision Based Automatic Translation for South African Sign Language

M Setshekgamollo, M Tsoeu… - 2023 IEEE AFRICON, 2023 - ieeexplore.ieee.org
Deaf and hard of hearing (DHH) people are estimated to exceed 5% of the total population
of South Africa and the world. Additionally, majority of people with hearing abilities are not …

Improving automatic sign language translation with image binarisation and deep learning

M Haque, S Afsha, TB Ovi… - 2021 5th International …, 2021 - ieeexplore.ieee.org
Sign Language Translation (SLT) has been widely investigated to provide a futuristic
solution to tackle human speech and hearing disability. Recent deep learning-based SLT …

The Automated Sign Language Translation System Using Deep Learning

S Lata, O Surinta - 2023 - 202.28.34.124
Sign language is essential for communication with the hearing impaired. It's difficult for
normal people to understand so that people can communicate or interpret sign language …

[HTML][HTML] LiST: a lightweight framework for continuous indian sign language translation

RC Poonia - Information, 2023 - mdpi.com
Sign language is a natural, structured, and complete form of communication to exchange
information. Non-verbal communicators, also referred to as hearing impaired and hard of …

Enhancing Sign Language Translation with Deep Convolutional Neural Networks: A Case Study on Arabic Sign Language

N Herbaz, H EL IDRISSI, A BADRI - Available at SSRN 4872122 - papers.ssrn.com
Sign language is a vital communication tool for individuals with hearing impairments and
those who do not speak the language of the host country. Despite its importance, sign …

[PDF][PDF] Optimised Machine Learning-based Translation of Indian Sign Language to Text.

S Sabharwal, P Singla - International Journal of Intelligent Engineering & …, 2023 - inass.org
Sign language translation through deep learning is a popular topic among researchers
nowadays. It opens the doors of communication for deaf and mute people by translating sign …

[PDF][PDF] Word Level Sign Language Translation using Deep Learning.

V Pathrikar, T Podutwar, A Siddannavar… - Journal of Engineering …, 2023 - jestr.org
Sign language is an interactive language through which deaf-mute people can
communicate with ordinary people. There are two ways to translate sign language: contact …