Open Access Journal

ISSN : 2394-2320 (Online)

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

Open Access Journal

International Journal of Engineering Research in Computer Science and Engineering (IJERCSE)

Monthly Journal for Computer Science and Engineering

ISSN : 2394-2320 (Online)

EquiSign Dynamic Sign Language Translator

Author : V. Valarmathi 1 S. Sowmiya 2 M.Viswanathan 3

Date of Publication :4th July 2022

Abstract: This paper aims to address the problem of limited knowledge and outreach of the concept and structure of sign languages in order to facilitate better inclusion and integration of hearing-impaired people among their peers and general society as a whole. For the proposed system, the speech input is captured in real-time, converted into text using a machine-learning model based on natural language processing, and translate the text into the specified flavor of the sign language. The proposed system currently makes use of Python as it's core tech-stack.

Reference :

    1.  M. Elmahgiubi, M. Ennajar, N. Drawil and M. S. Elbuni, "Sign language translator and gesture recognition," 2015 Global Summit on Computer & Information Technology (GSCIT), 2015, pp. 1-6, 
    2. R. Harini, R. Janani, S. Keerthana, S. Madhubala and S. Venkatasubramanian, "Sign Language Translation," 2020 6th International Conference on Advanced Computing and Communication Systems (ICACCS), 2020, pp. 883-886, 
    3. Y. Grover, R. Aggarwal, D. Sharma and P. K. Gupta, "Sign Language Translation Systems for Hearing/Speech Impaired People: A Review," 2021 International Conference on Innovative Practices in Technology and Management (ICIPTM), 2021, pp. 10-14, 
    4. Y. -J. Ku, M. -J. Chen and C. -T. King, "A Virtual Sign Language Translator on Smartphones," 2019 Seventh International Symposium on Computing and Networking Workshops (CANDARW), 2019, pp. 445-449, 
    5. S. He, "Research of a Sign Language Translation System Based on Deep Learning," 2019 International Conference on Artificial Intelligence and Advanced Manufacturing (AIAM), 2019, pp. 392-396, 
    6. P. C. Badhe and V. Kulkarni, "Indian sign language translator using gesture recognition algorithm," 2015 IEEE International Conference on Computer Graphics, Vision and Information Security (CGVIS), 2015, pp. 195-200, 
    7.  A. Sharma, S. Panda and S. Verma, "Sign Language to Speech Translation," 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020, pp. 1-8, 
    8. P. Sonawane, K. Shah, P. Patel, S. Shah and J. Shah, "Speech To Indian Sign Language (ISL) Translation System," 2021 International Conference on Computing, Communication, and Intelligent Systems (ICCCIS), 2021, pp. 92-96, 
    9. A. Kanvinde, A. Revadekar, M. Tamse, D. R. Kalbande and N. Bakereywala, "Bidirectional Sign Language Translation," 2021 International Conference on Communication information and Computing Technology (ICCICT), 2021, pp. 1-5, 

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