Real Time Conversion Of Sign Language To Text and Speech (For Marathi and English)

RK Bazaz, K Mishra, M Jaiman… - 2023 International …, 2023 - ieeexplore.ieee.org
This report offers an examination of the effectiveness of several methods for translating sign
language into text and voice. An application created that can translate real-time sign …

Convolutional neural network-based sign language translation system

BA Dabwan - International Journal of Engineering, Science and …, 2020 - indianjournals.com
Translation System (TS) is a system used by people withe disabilities to contact with other
normal persons in the socoty. Since computers are an essential component of our life, the …

A deep learning approach for gloss sign language translation using transformer

A Mohamed, H Hefny - Journal of Computing and Communication, 2022 - journals.ekb.eg
One of the most recent applications of machine learning is to translate sign language into
natural language. Many studies have attempted to classify sign language based on whether …

[PDF][PDF] Sign language translator for deaf and speech impaired people using convolutional neural network

SCM De Silva - 2019 - ir.kdu.ac.lk
Sign Language is the main communication medium among deaf and speech impaired
people. In order to express their thoughts and emotions, hand gestures are used. In Sri …

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 …

Indian sign language converter using convolutional neural networks

N Intwala, A Banerjee, N Gala - 2019 IEEE 5th international …, 2019 - ieeexplore.ieee.org
People with hearing and speech impairments have to face a lot of difficulties while
communicating with the general public. Being a minority, the sign language used by them is …

[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 …

Convolutional Neural Network Approach for South African Sign Language Recognition and Translation

TG Moape, A Muzambi… - 2024 Conference on …, 2024 - ieeexplore.ieee.org
Sign language is a natural, visually oriented, and non-verbal communication channel for the
deaf and dumb community. However, not everyone understands sign language, particularly …

[PDF][PDF] Transforming Sign Language into Text and Speech through Deep Learning Technologies

P Duraisamy… - Indian Journal …, 2023 - sciresol.s3.us-east-2.amazonaws …
Objective: The goal of the proposed work is to leverage deep learning technologies to create
an efficient and accurate system for transforming sign language into text and speech. People …

[PDF][PDF] Sign language semantic translation system using ontology and deep learning

EK Elsayed, DR Fathy - … Journal of Advanced Computer Science and …, 2020 - academia.edu
Translation and understanding sign language may be difficult for some. Therefore, this
paper proposes a solution to this problem by providing an Arabic sign language translation …