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 …

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

S Sabharwal, P Singla - International Journal of Intelligent …, 2023 - search.ebscohost.com
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 …

Image translation of bangla and english sign language to written language using convolutional neural network

MI Bismoy, F Shahrear, A Mitra… - 2022 International …, 2022 - ieeexplore.ieee.org
One particular thing that differentiates humans from other species is their abilities to interact.
to communicate with others, humans invented languages as units. There are 6500 …

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 …

American and Indian Sign Language Translation using Convolutional Neural Networks

A Rustagi, N Singh - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
Sign language is used by the hearing impaired people for the purpose of communication on
daily basis. It is an optical language where hand gestures are used to communicate instead …

2-way arabic sign language translator using CNNLSTM architecture and NLP

T Agrawal, S Urolagin - Proceedings of the 2020 2nd International …, 2020 - dl.acm.org
Over 466 million (5%) people across the world are suffering from hearing impairment,
according to the World Health Organization. There is a great need to bridge the …

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 …

[PDF][PDF] Automatic Translation From Iraqi Sign Language to Arabic Text or Speech Usign CNN

M Raja'a, SM Kadhem - iasj.net
Sign language (SL) is Non-verbal communication and a way for the deaf and mute to
communicate without words. A deaf and mute person's hands, face, and body shows what …

Character-Level Bidirectional Sign Language Translation Using Machine Learning Algorithms

K Rajeswari, N Vivekanandan, S Vispute… - … Conference on MAchine …, 2023 - Springer
Sign language is an indispensable mode of communication for the hard of hearing and deaf
population. However, there is still a substantial language barrier between users of sign …

Real-time New Zealand sign language translator using convolution neural network

MKC Jayasekera - 2021 - researchcommons.waikato.ac.nz
Over the past quarter of a century, machine Learning performs an essential role in
information technology revolution. From predictive internet web browsing to autonomous …