Sign language translation system using convolutional neural networks approach

V Kasinathan, A Mustapha, HS Hew… - Advances in Mechatronics …, 2021 - Springer
Sign language is one of the ways to communicate by not making sound, as it is
communicated by using hands and expressions. Sign language does not get much attention …

Sign Language Translation Assistant using Machine Learning

J Moni, RR Varghese, A Binoy… - … on Decision Aid …, 2022 - ieeexplore.ieee.org
One of the most important and greatest that have been achieved in the past few years is the
invention of sign language. But unfortunately, it is not widely known by the common people …

Dynamic Bidirectional Translation for Sign Language by Using Machine Learning-Infused Approach with Integrated Computer Vision

S Jain, S Diwakar, N Yadav - 2024 2nd International …, 2024 - ieeexplore.ieee.org
This research aims to break communication barriers for the deaf and hard-of-hearing by
pioneering a real-time, dynamic sign language translator. Unlike existing apps, it uses a …

A Portable System for Bidirectional Sign Language Translation for Deaf and Dumb

K Rajeswari, N Hugar, R Pulli, S Rajput… - 2022 6th …, 2022 - ieeexplore.ieee.org
Sign language is a type of interaction used by individuals who are deaf or hard of hearing to
interact with others. They have their very own syntax and vocabulary and are entirely …

[PDF][PDF] A Survey on Machine Learning Based Techniques for Sign Language Translation System

H Shambhuwani, R Dhabekar, P Gore… - … Journal for Research …, 2022 - academia.edu
Sign language is the communication method used to bridge the gap among mute and deaf
people and the rest of the people. But most people are not familiar with sign language, so …

An approach based on deep learning for Indian sign language translation

KB Mistree, D Thakor, B Bhatt - International Journal of Intelligent …, 2022 - emerald.com
Purpose According to the Indian Sign Language Research and Training Centre (ISLRTC),
India has approximately 300 certified human interpreters to help people with hearing loss …

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 …

Real-time Sign Language Translation using Computer Vision and Machine Learning

VS Attili, A Kottapalli, A Aithal… - … on Cognitive Robotics …, 2024 - ieeexplore.ieee.org
Indian Sign Language is a visual-gestural mode of communication used by the deaf
community in India. It serves as a means of communication by utilizing various gestures, eye …

AlexNet Architecture Based Convolution Neural Network for Realtime Audio to Text Translator of Bisindo Hand Sign

D Sujatmiko, CA Sari, EH Rachmawanto… - … on Application for …, 2023 - ieeexplore.ieee.org
Deafness is a condition that results in the loss of hearing function, hindering the reception of
information such as oral communication that relies on auditory senses. Consequently …

A multi-stack RNN-based neural machine translation model for English to Pakistan sign language translation

U Farooq, MS Mohd Rahim, A Abid - Neural Computing and Applications, 2023 - Springer
Sign languages are gesture-based languages used by the deaf community of the world.
Every country has a different sign language and there are more than 200 sign languages in …