Real-Time AI-Powered Sign Language Translation System for Inclusive Communication

In order to address communication barriers between hearing and deaf people, this paper describes the creation of an AI- based application that enables real-time translation of sign language into speech and text. Convolutional Neural Networks (CNNs), Media Pipe for real-time gesture recognition, an easy-to-use user interface, and a feedback loop for ongoing enhancement are all features of the system. The suggested system improves accessibility and inclusivity in fields like public services, healthcare, and education. Future developments will include support for more sign languages and integration with wearable technology.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-07-18
DOI
https://doi.org/10.5281/zenodo.16079560
Primary Topic
Hand Gesture Recognition Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Real-Time AI-Powered Sign Language Translation System for Inclusive Communication

Zenodo (CERN European Organization for Nuclear Research)
Hand Gesture Recognition Systems
article

Real-Time AI-Powered Sign Language Translation System for Inclusive Communication

article en

Abstract

In order to address communication barriers between hearing and deaf people, this paper describes the creation of an AI- based application that enables real-time translation of sign language into speech and text. Convolutional Neural Networks (CNNs), Media Pipe for real-time gesture recognition, an easy-to-use user interface, and a feedback loop for ongoing enhancement are all features of the system. The suggested system improves accessibility and inclusivity in fields like public services, healthcare, and education. Future developments will include support for more sign languages and integration with wearable technology.

Zenodo (CERN European Organization for Nuclear Research)
Quality Education
Openalex Percentile: Top 48%
Hand Gesture Recognition Systems
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Real-Time AI-Powered Sign Language Translation System for Inclusive Communication · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS