A Novel Combination Of 3D CNNs And Recurrent Neural Networks for Sign Language to Text Conversion

P Mehta - 2022 - norma.ncirl.ie
Sign Language Translation has recently achieved significant accomplishments, raising
hopes for improved communication with the Deaf. The primary language of the Deaf …

The Automation of Translation Between Sign Language Variants Through Artificial Intelligence

MS Buafra - 2023 - repository.rit.edu
Abstract Language is the method of communication between individuals and communities
through either sounds, written symbols, or visual gestures. There is a variety of languages …

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 …

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 …

[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 …

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 …

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 …

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 …