Sign language translator using deep learning techniques

S Krishnamurthi, M Indiramma - 2021 Fourth International …, 2021 - ieeexplore.ieee.org
Sign language is mainly used by hearing impaired people for communication. And it has
been an active research topic for the past 2 decades. Although sign language seems to be …

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 …

Real-Time Speech to Sign Language Translation Using Machine and Deep Learning

D Rai, N Rana, N Kotak… - 2024 11th International …, 2024 - ieeexplore.ieee.org
This approach critically analyzed the current technology for speech-to-sign language
translation. To extract key features from the input speech signal, audio processing …

TSPNet-HF: A Hand/Face TSPNet Method for Sign Language Translation

M Alves, M Severo, JP Freitas - Advances in Artificial Intelligence …, 2023 - books.google.com
Sign Language is the language that the Deaf adopted to communicate. However, most
hearing people do not know how to communicate in sign language, creating natural barriers …

Multimodal Deep Neural Networks for Robust Sign Language Translation in Real-World Environments

V Ellappan, R Sathiskumar, P Saikrishna… - 2024 Third …, 2024 - ieeexplore.ieee.org
Background: Sign language recognition aims to convert hand gestures used in sign
language into spoken or written words, facilitating communication between hearing and deaf …

English To Indian Sign Language: Rule-Based Translation System Along With Multi-Word Expressions and Synonym Substitution

A Ghosh, R Mamidi - … of the 19th International Conference on …, 2022 - aclanthology.org
The hearing challenged communities all over the world face difficulties to communicate with
others. Machine translation has been one of the prominent technologies to facilitate …

An automatic machine translation system for multi-lingual speech to Indian sign language

AS Dhanjal, W Singh - multimedia Tools and Applications, 2022 - Springer
Sign language (SL) is the best suited communication medium for hearing impaired people.
Even with the advancement of technology, there is a communication gap between the …

RtTSLC: A Framework for Real-Time Two-Handed Sign Language Translation

AS Ramanujan, A Boggaram, A Sharma… - … Conference on Smart …, 2023 - Springer
Abstract Indian Sign Language is one of the most prevalent sign languages used in South
Asia. Being a two-handed language, Indian Sign Language faces various problems when it …

[PDF][PDF] Converting Youtube Video to American Sign Language Translation Using Convolution Neural Network and Video Processing

M Modi, R Jain - academia.edu
Sign language is a form of communication used by the deaf population of the world with
others or amongst the deaf population. At an estimate 5% of the world population is either …

The Automated Sign Language Translation System Using Deep Learning

S Lata, O Surinta - 2023 - 202.28.34.124
Sign language is essential for communication with the hearing impaired. It's difficult for
normal people to understand so that people can communicate or interpret sign language …