[PDF][PDF] Improving American sign language recognition with synthetic data

J Kim, P O'Neill-Brown - Proceedings of Machine Translation …, 2019 - aclanthology.org
There is a need for real-time communication between the deaf and hearing without the aid of
an interpreter. Developing a machine translation (MT) system between sign and spoken …

Hand in hand: automatic sign language to English translation

D Stein, P Dreuw, H Ney, S Morrissey, A Way - 2007 - doras.dcu.ie
In this paper, we describe the first data-driven automatic sign-language-to-speech
translation system. While both sign language (SL) recognition and translation techniques …

[PDF][PDF] Automated Sign Language Translation: The Role of Artificial Intelligence Now and in the Future.

L Baumgärtner, S Jauss, J Maucher, G Zimmermann - CHIRA, 2020 - scitepress.org
Sign languages are the primary language of many people worldwide. To overcome
communication barriers between the Deaf and the hearing community, artificial intelligence …

[PDF][PDF] Literature review: analysis of sign language notations for parsing in machine translation of SASL

J Hutchinson - Rhodes Univ., Grahamstown, South Africa, 2012 - academia.edu
Machine translation between Sign Language (SL) and spoken language occurs from sign to
text, and text to sign, with most systems focusing on one or the other. In Sign-To-Text …

Recent developments in sign language recognition systems

MF Tolba, AS Elons - 2013 8th International Conference on …, 2013 - ieeexplore.ieee.org
Automated translation systems for sign languages are important in a world that is showing a
continuously increasing interest in removing barriers faced by physically challenged …

Sign language machine translation and the sign language lexicon: A linguistically informed approach

I Murtagh, VU Nogales, J Blat - … of the 15th biennial conference of …, 2022 - aclanthology.org
Natural language processing and the machine translation of spoken language (speech/text)
has benefitted from significant scientific research and development in re-cent times, rapidly …

Challenges with sign language datasets for sign language recognition and translation

M De Sisto, V Vandeghinste… - Calzolari N, Béchet F …, 2022 - repositori.upf.edu
Sign Languages (SLs) are the primary means of communication for at least half a million
people in Europe alone. However, the development of SL recognition and translation tools is …

Spoken language processing techniques for sign language recognition and translation

P Dreuw, D Stein, T Deselaers… - Technology and …, 2008 - content.iospress.com
We present an approach to automatically recognize sign language and translate it into a
spoken language. A system to address these tasks is created based on state-of-the-art …

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 …

[PDF][PDF] American sign language recognition and translation using deep learning and computer vision

S Chandrasekaran - 2021 - norma.ncirl.ie
Humans communicate using the language that they are familiar with. There are people who
have hearing impairment and speaking issues. Its not necessary that everyone should know …