Bidirectional sign language translation

A Kanvinde, A Revadekar, M Tamse… - 2021 International …, 2021 - ieeexplore.ieee.org
Communication is a tedious task for people who have hearing and speech impairment. Such
people are assisted by a sign language translator for communicating with people. This …

ENSEMBLE TRANSFORMER ARCHITECTURE FOR EFFICIENT AND REAL TIME SIGN LANGUAGE TRANSLATION

S Ghegade - 2023 - scholarworks.sjsu.edu
Sign language is a form of visual language that uses face expression and hand gestures to
communicate thoughts and concepts. The term refers to multiple visual languages that share …

Video-based sign language translation system using machine learning

B Sonare, A Padgal, Y Gaikwad… - 2021 2nd International …, 2021 - ieeexplore.ieee.org
The development of an interactive real-time video-based sign language translation system
powered by efficient machine learning algorithms which is commonly developed for deaf …

Virtual indian sign language interpreter

S Krishna, AR Jindal, RK, D Jayagopi - Proceedings of the 2020 4th …, 2020 - dl.acm.org
We present a complete system to automatically translate English content to Indian Sign
Language, using animated avatars to perform the output. This is the first work of this scale in …

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 …

Convolutional neural network based bidirectional sign language translation system

L Fernandes, P Dalvi, A Junnarkar… - … Conference on Smart …, 2020 - ieeexplore.ieee.org
A considerable amount of gap in communication exists amongst the speech and hearing-
impaired individuals with the other people; which is of paramount importance to be bridged …

Deep learning methods for sign language translation

T Ananthanarayana, P Srivastava, A Chintha… - ACM Transactions on …, 2021 - dl.acm.org
Many sign languages are bona fide natural languages with grammatical rules and lexicons
hence can benefit from machine translation methods. Similarly, since sign language is a …

Wordnet based sign language machine translation: from english voice to isl gloss

K Saija, S Sangeetha, V Shah - 2019 IEEE 16th India council …, 2019 - ieeexplore.ieee.org
Communication is an essential part of human life. For the person with hearing and speaking
disability, it is inconvenient to communicate with other people. In this paper, an end-to-end …

Sentence2SignGesture: a hybrid neural machine translation network for sign language video generation

B Natarajan, R Elakkiya, ML Prasad - Journal of Ambient Intelligence and …, 2023 - Springer
Abstract The development of Neural Machine Translation (NMT) systems has attained
prominent position in language translation tasks. However, it faces huge challenges in …

[PDF][PDF] Alphabet-Level Indian Sign Language Translation to Text Using Hybrid-AO Thresholding with CNN.

S Sabharwal, P Singla - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
Sign language is used as a communication medium in the field of trade, defence, and in
deaf-mute communities worldwide. Over the last few decades, research in the domain of …