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 …

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 …

[PDF][PDF] A Comprehensive Review of Sign Language Translation Technologies Using Linguistic Approaches

O Pichardo-Lagunas, B Martinez-Seis… - rcs.cic.ipn.mx
In a society that seeks to be inclusive, communication between the deaf and hearing
communities should be a priority, even so, knowledge of sign language between speakers is …

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 …

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 …

[HTML][HTML] A survey on Sign Language machine translation

A Núñez-Marcos, O Perez-de-Viñaspre… - Expert Systems with …, 2023 - Elsevier
Abstract Sign Languages (SLs) are employed by deaf and hard-of-hearing (DHH) people to
communicate on a daily basis. However, the communication with hearing people still faces …

[PDF][PDF] Using Deep Learning in Sign Language Translation to Text

MJC Samonte, CJM Guingab, RA Relayo… - Proceedings of the …, 2022 - ieomsociety.org
This study is about sign language translation into text; this technology is for those
experiencing difficulty in communicating, ie, those who have speech disorders, hearing …

Sign Language Machine Translation Systems: A Review

SR Bhagwat, RP Bhavsar, BV Pawar - AI, IoT, Big Data and Cloud …, 2023 - Springer
The goal of this chapter is to cover Sign Language preliminaries and a global survey of Sign
Language Machine Translation Systems with particular reference to Indian Sign Language …

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 …