Conversion of Sign Language to Text Using Machine Learning

A Bhagwat, P Gupta, N Kadam - Emerging Research in Computing …, 2022 - Springer
Hand motion detection is a critical step in the automatic translation of sign language, which
allows deaf people to communicate. In the related discipline of Sign Language, a …

Development of a Sign Language Recognition System Using Machine Learning

H Orovwode, ID Oduntan… - … Conference on Artificial …, 2023 - ieeexplore.ieee.org
Deafness and voice impairment have been persistent disabilities throughout history,
hindering individuals from engaging in verbal communication and leading to their isolation …

Indian Sign Language interpretation using convolutional neural networks

R Sreemathy, M Turuk, J Jagdale… - 2023 10th …, 2023 - ieeexplore.ieee.org
Sign language is the most common means of communication among the speech-and
hearing-impaired. Just like all other languages, tools are being developed for interlanguage …

American and indian sign language translation using computer vision

Y Patil, S Krishnadas, A Kastwar… - … Conference on Business …, 2020 - papers.ssrn.com
Even with all the recent technological advancements, the hearing and speech impaired
community still struggles to communicate as seamlessly as their more privileged peers do …

Conversion of Sign Language to Text and Audio Using Deep Learning Techniques

K Kaviyadharshini, SP Abirami, R Nivetha… - Advances in Information …, 2023 - Springer
Languages like sign languages rely on manual gestures to communicate. As effective
means of communication for the deaf, sign languages were devised. It will be of great help …

[PDF][PDF] Translating Arabic Sign Language ARSL To Text Using Artificial Neural Networks

L Elsiddig, M Mohamed - Fifth International Conference on …, 2017 - ewr1.vultrobjects.com
A communication gap exists between the hearing and hearing-impaired communities due to
a lack of familiarity with the means of communication of each. This research attempts to …

[PDF][PDF] A proposed english to american sign language translation system

AM Hamandi, AKA Hassan… - International Journal of …, 2015 - uotechnology.edu.iq
ABSTRACT A sign language (SL) is a visual language which uses manual communication
and body language to convey meaning instead of acoustically conveyed sound patterns. SL …

Classification of Sign-Language Using Deep Learning by ResNet

TN Abu-Jamie, SS Abu-Naser - 2022 - philpapers.org
Abstract American Sign Language, or ASL as its acronym is commonly known, is a
fascinating language, and many people outside of the Deaf community have begun to …

CNN-LSTM-Dense Hindi Sign Language Conversion System

V Jain, S Gupta, M Arora, M Raj, S Jindal - 2024 - researchsquare.com
Sign language is a vital form of communication since it provides an alternative to spoken
language expression for those who are deaf or hard of hearing. People who use sign …

[PDF][PDF] Recognizing Bengali sign language gestures for digits in real time using convolutional neural network

K Ahammad, JAB Shawon, P Chakraborty… - International Journal of …, 2021 - academia.edu
Recognizing sign language gestures for different languages has been found as a promising
field of research that explores the possibility of communication by interpreting various signs …