Book ChapterDOI
A Comprehensive Review on Text to Indian Sign Language Translation Systems
Kashish Shah,Sanket Rathi,Rishabh Shetty,Kamal Mistry +3 more
- pp 505-513
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TLDR
In this article, a new approach for construction of sign languages is proposed, thus resulting in increase in the accuracy of the system in translating the input phrases, and the general approaches followed by the systems are discussed.Abstract:
Language is the primary means of communication used by every individual. It is a tool to express greater ideas of ideas and emotions. It shapes thoughts and carries meanings. Indian Sign Language (ISL) used by the Deaf Community in India, does have linguistic constituents and structural properties. The area of computer science and linguistics, dealing with the relationship between computers and human language, is natural language processing. Through lexical analysis, syntax analysis, semantic analysis, processing discourses, pragmatic analysis, it processes the data. In determining the meaning of a sentence, it is critical to analyze the syntactic structure. In this paper, current computer sign language translators are considered and their pros and cons are identified and discussed. The general approaches followed by the systems are discussed. A new approach for construction of sign languages is proposed, thus resulting in increase in the accuracy of the system in translating the input phrases.read more
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Journal ArticleDOI
A Machine Translation System from Indian Sign Language to English Text
TL;DR: In this article , an approach is presented that translates ISL sentences in English text using MobileNetV2 model and neural machine translation (NMT) for improving communication between the deaf and the rest of the society.
Journal ArticleDOI
An approach based on deep learning for Indian sign language translation
TL;DR: In this paper , the authors presented an approach that translates Indian Sign Language (ISL) sentences into English text using the MobileNetV2 model and Neural Machine Translation (NMT).
References
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Proceedings ArticleDOI
Tessa, a system to aid communication with deaf people
TL;DR: TESSA as mentioned in this paper is an experimental system that aims to aid transactions between a deaf person and a clerk in a Post Office by translating the clerk's speech to sign language using a speech recogniser and synthesizing the appropriate sequence of signs in British Sign Language (BSL) using a specially-developed avatar.
Book ChapterDOI
A Machine Translation System from English to American Sign Language
TL;DR: This paper prototype a machine translation system from English to American Sign Language (ASL), taking into account not only linguistic but also visual and spatial information associated with ASL signs.
Proceedings ArticleDOI
The development of language processing support for the ViSiCAST project
TL;DR: An outline of the ViSiCAST project is given, and early work in the area of linguistics and language processing is described, which covers the development of an XML-compliant notation for deaf sign language gestures, which can be used to drive the signing avatar.
Journal ArticleDOI
The Challenges of Cross-Modal Translation: English-to-Sign-Language Translation in the Zardoz System
TL;DR: Zardoz is described, an on-going AI research system that tackles the cross-modal MT problem, translating English text into fluid sign language.
Journal ArticleDOI
Machine Translation System in Indian Perspectives
TL;DR: This study starts with a brief on the machine translation scenario in India through data and previous research on machine translation, finding certain machine translation systems that have been developed in India for translation from English to Indian languages by using different approaches.