A Bidirectional Arabic Sign Language Framework Using Deep Learning and Fuzzy Matching Score

MAA Mosleh, A Assiri, AH Gumaei, BF Alkhamees… - Mathematics, 2024 - mdpi.com
Sign language is widely used to facilitate the communication process between deaf people
and their surrounding environment. Sign language, like most other languages, is considered …

[PDF][PDF] Sign language gloss translation using deep learning models

M Amin, H Hefny, M Ammar - International Journal of Advanced …, 2021 - researchgate.net
Converting sign language to a form of natural language is one of the recent areas of the
machine learning domain. Many research efforts have focused on categorizing sign …

A Report on Translating Sign Language to English Language

MR Chilukala, V Vadalia - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Communication is essential to share thoughts and express ourselves, mostly communication
is performed vocally. For impaired people like dumb, it is not possible to communicate …

[PDF][PDF] Machine learning approach for real time translation of Sinhala sign language into text

SD Hettiarachchi, RGN Meegama - Proceedings of the International …, 2020 - fct.kln.ac.lk
An effective communication bridge has to be adopted between deaf people and the rest of
the society to make deaf and mute people feel involved and respected. This research is …

Sign Language to Text Conversion using Deep Learning

A Bhat, V Yadav, V Dargan - 2022 3rd International …, 2022 - ieeexplore.ieee.org
Signs and gestures are a way of communication that, instead of spoken words, makes use of
movements and gestures made by hands along with changes in facial expression and …

[PDF][PDF] Developing a prototype to translate pakistan sign language into text and speech while using convolutional neural networking

M Naseem, S Sarafraz, A Abbas… - Journal of Education …, 2019 - pdfs.semanticscholar.org
The purpose of the study is to provide a literature review of the work done on sign language
in Pakistan and the world. This study also provides a framework of an already developed …

Sign Language to Text Translation with Computer Vision: Bridging the Communication Gap

SX Thong, EL Tan, CP Goh - 2024 3rd International …, 2024 - ieeexplore.ieee.org
This research paper addresses the communication barriers faced by individuals using sign
language and those without hearing difficulties. With limited adoption of sign language and …

[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 …

Application of machine learning in Malaysia Sign Language translation

MN Ramli, SK Yee - Emerging Advances in Integrated …, 2023 - publisher.uthm.edu.my
Sign language serves as a vital form of communication for individuals with hearing
impairments, enabling seamless interaction among those who cannot hear. It is a widely …

Finger spelled Sign Language Translator for Deaf and Speech Impaired People in Srilanka using Convolutional Neural Network

HKK Perera, DMR Kulasekara, A Gunasekara - 2020 - ir.kdu.ac.lk
Sign language is a visual language used by people with speech and hearing disabilities for
communication in their daily conversation activities. It is completely an optical …