Recognition of Indian sign language alphabets for hearing and speech impaired people using deep learning

K Pardeshi, R Sreemathy… - … of international conference …, 2019 - papers.ssrn.com
A large portion of the hearing and speech impaired are deprived of any education and just
around 1-2% of the hearing and speech impaired get schooling in Indian sign language …

Automated translation for yemeni's sign language to text usingtransfer learning-based convolutional neural networks

RAA Mohameed, RMS Naji… - … on Emerging Smart …, 2021 - ieeexplore.ieee.org
Self-expression and understanding people language are among the most important things
to be considered. Deaf and dumb is a group of that they facing difficulty to express …

Empowering Gestures: Composing Succinct Meaning Using Vision and Swin Transformers for Indian Sign Language

P Phalachandra, RK Kashyap, PP Kulkarni… - … Conference on Recent …, 2023 - Springer
Sign Language is the basal form of communication for the Hard-of-Hearing community.
However, due to the lack of resources and interpreters, their ability to effectively …

Gesture-to-Text Translation Using SURF for Indian Sign Language

KM Tripathi, P Kamat, S Patil, R Jayaswal… - Applied System …, 2023 - mdpi.com
This research paper focuses on developing an effective gesture-to-text translation system
using state-of-the-art computer vision techniques. The existing research on sign language …

Correction to: A Comparative Study on Sign Language Translation Using Artificial Intelligence Techniques

D Ponnappa, BG Jairam - Proceedings of the International Conference on …, 2023 - Springer
In the original version of this chapter, the sentence in Abstract “The mode of communication
which employs gestures made manually and is primarily utilized by deaf-mutes is called …

[PDF][PDF] A robust model for translating arabic sign language into spoken arabic using deep learning

KMO Nahar, A Almomani, N Shatnawi… - Intell Autom Soft …, 2023 - researchgate.net
This study presents a novel and innovative approach to automatically translating Arabic Sign
Language (ATSL) into spoken Arabic. The proposed solution utilizes a deep learning-based …

Sign Language Translation Techniques Using Artificial Intelligence for the Hearing Impaired Community in Sri Lanka: A Review

M Priyankara, A Gunasekara… - 2023 7th SLAAI …, 2023 - ieeexplore.ieee.org
Hearing Impaired individuals routinely encounter limitations in their involvement in social
interactions, access to intriguing information, and participation in everyday activities, among …

Convolutional neural network based bidirectional sign language translation system

L Fernandes, P Dalvi, A Junnarkar… - … Conference on Smart …, 2020 - ieeexplore.ieee.org
A considerable amount of gap in communication exists amongst the speech and hearing-
impaired individuals with the other people; which is of paramount importance to be bridged …

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 …

A Study for Sign Language Detection Using Deep Learning Methods

D Tewari, S Mishra, A Kumar, R Chaudhry - Proceedings of Third Doctoral …, 2022 - Springer
In this paper, the image classification task for the objective of sign language has been done.
We have created our own dataset and have used references of the ISL (Indian Sign …