Comprehensive study of Sign Language Conversion Using Machine Learning

S Sahu, SG Palisetti, H Peddinti… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
In this world, communication plays a major role to interact with each other. It acts like a
bridge to convey message to other people. Human beings are able to manage their tasks by …

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 …

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 …

Wordnet based sign language machine translation: from english voice to isl gloss

K Saija, S Sangeetha, V Shah - 2019 IEEE 16th India council …, 2019 - ieeexplore.ieee.org
Communication is an essential part of human life. For the person with hearing and speaking
disability, it is inconvenient to communicate with other people. In this paper, an end-to-end …

Real-time New Zealand sign language translator using convolution neural network

MKC Jayasekera - 2021 - researchcommons.waikato.ac.nz
Over the past quarter of a century, machine Learning performs an essential role in
information technology revolution. From predictive internet web browsing to autonomous …

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 …

Sign language interpreting-relationships between research in different areas-overview

B Probierz, J Kozak, A Piasecki… - … 18th Conference on …, 2023 - ieeexplore.ieee.org
Translation from the national language into sign language is an extremely important area of
research and practice, which aims to ensure communication between deaf or hard of …

[PDF][PDF] Sign language gloss translation using deep learning models

M Amin, H Hefny, M Ammar - International Journal of Advanced …, 2021 - researchgate.net
Converting sign language to a form of natural language is one of the recent areas of the
machine learning domain. Many research efforts have focused on categorizing sign …

ENSEMBLE TRANSFORMER ARCHITECTURE FOR EFFICIENT AND REAL TIME SIGN LANGUAGE TRANSLATION

S Ghegade - 2023 - scholarworks.sjsu.edu
Sign language is a form of visual language that uses face expression and hand gestures to
communicate thoughts and concepts. The term refers to multiple visual languages that share …

Lsa-t: The first continuous argentinian sign language dataset for sign language translation

P Dal Bianco, G Ríos, F Ronchetti, F Quiroga… - … Conference on Artificial …, 2022 - Springer
Sign language translation (SLT) is an active field of study that encompasses human-
computer interaction, computer vision, natural language processing and machine learning …