[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 …

[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 …

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 …

[PDF][PDF] Indian Sign Language Translator Using Residual Network and Computer Vision

S Gindi, A Bhatkar, SH Haider, R Ansari - 2020 - academia.edu
Sign Language communication consists of movements of fingers and hands, which may be
affected by noise such as lighting effects. Sign Language is used by the hearing and speech …

Sign Language to Text Translation Using Convolutional Neural Network

TD Gunvantray, T Ananthan - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
People who have hearing loss can communicate through sign language. The sign language
will subsequently be converted into text, specifically alphabets. This paper presents the …

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 …

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 …

Real-time System for Translating American Sign Language to Text Using Robust Techniques

BA Dabwan, ME Jadhav, HA Abosaq… - … on Recent Advances …, 2023 - ieeexplore.ieee.org
Sign language serves as a vital medium of communication for the Deaf and dumb people.
We present a real-time system to translate ASL into text, addressing the communication gap …

[PDF][PDF] Deep Learning Based Text Translation and Summarization Tool for Hearing Impaired Using Indian Sign Language.

AK Jha, K Choudhary, SD Shetty - ICPRAM, 2023 - scitepress.org
There have been multiple text conversions emerging with time but there has hardly been
any work in the field of sign language. Even in the field of sign language multiple methods …

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 …