International Journal on Science and Technology

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Call for Paper Volume 16 Issue 4 October-December 2025 Submit your research before last 3 days of December to publish your research paper in the issue of October-December.
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Volume 16 Issue 4
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Sign Language Interpreter AI using machine learning algorithm

Author(s) Mr. Piyush Pardesi, Mr. Prince Kumar, Dr. Madhumita K
Country India
Abstract For people who are deaf or hard of hearing, sign
language interpreters are essential in removing communication
barriers. Their main duty is to mediate communication between
persons who use sign language and others who rely on verbal or
written language. This crucial function is present in a variety of
contexts, such as meetings for business, court cases, medical
appointments, educational settings, and daily encounters. Sign
language interpreters have a thorough knowledge of both sign
language and the intended spoken or written language. They are
adept at communicating not only the words but also the
subtleties, feelings, and cultural context of the conversation.
Thorough training, certification, and ongoing professional
development are required for this skill. The value of sign
language interpreters goes beyond simple translation; They
serve as interpreters and fill gaps in accessibility and
inclusiveness. Interpreters give deaf and hard-of-hearing people
the same access to social interactions, economic possibilities,
healthcare, and other opportunities as hearing people by facilitating
successful communication. Sign language interpreters act as
catalysts for a more open and just society in a world that
cherishes variety and inclusivity. Their dedication to facilitating
communication increases respect for one another, lessens
prejudice, and builds a feeling of community for the deaf and hard-of-hearing population.
Keywords Sign Language Recognition, Sign Language Interpreter, I3D Inception, 3D Convolutional Neural Network (3D CNN)
Field Computer > Artificial Intelligence / Simulation / Virtual Reality
Published In Volume 16, Issue 4, October-December 2025
Published On 2025-11-16
DOI https://doi.org/10.71097/IJSAT.v16.i4.9437
Short DOI https://doi.org/hbbmzs
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