A Model for Translation of Text from Indian Languages to Bharti Braille Characters

Nisheeth Joshi, Pragya Katyayan
5/5/2023
cs.CLcs.AI

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Abstract

People who are visually impaired face a lot of difficulties while studying. One of the major causes to this is lack of available text in Bharti Braille script. In this paper, we have suggested a scheme to convert text in major Indian languages into Bharti Braille. The system uses a hybrid approach where at first the text in Indian language is given to a rule based system and in case if there is any ambiguity then it is resolved by applying a LSTM based model. The developed model has also been tested and found to have produced near accurate results.

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@article{joshi2023model,
  title  = {A Model for Translation of Text from Indian Languages to Bharti Braille Characters},
  author = {Nisheeth Joshi and Pragya Katyayan},
  year   = {2023},
  eprint = {2305.06475},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2305.06475v1}
}

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