This proposed research presents a real-time American Sign Language (ASL) recognition system for 24 dynamic signs that integrates the MediaPipe frame work with Long Short-Term Memory (LSTM) network to achieve efficient real-time dynamic sign recognition with reduced computational and data requirements.
Communication is fundamental to daily life, yet individuals with speech disabilities often face challenges in interacting with others due to language barriers. Malayalam Sign Language (MSL), introduced by the National Institute of Speech and Hearing [11] (NISH), is a relatively new regional sign language that requires...
Anupama P, Shagina P. K.· 2026 International Conferenc...· 0 citations
An AI-driven real-time Swahili Sign Language Recognition system designed to bridge communication gaps between the hearing-impaired community and the general population and outperforming several existing models is proposed.
Stanley Leonard, Joseph Shagina· Indonesian Journal of Comput...· 0 citations
Communication barriers between deaf and hearing individuals remain due to the lack of affordable and computationally efficient assistive technologies, especially for Indonesian Sign Language (Sistem Isyarat Bahasa Indonesia, SIBI) in low-resource educational settings. Existing approaches often rely on computationally i...
Amanda Betania Maritza, Rizka Ardiansyah· Jurnal Nasional Teknik Elekt...· 0 citations
SignAura is introduced, an artificial intelligence-driven real-time SLSL sign-recognition system that provides multilingual lexical text and synthesized speech and performs isolated sign-level recognition and provides corresponding multilingual lexical output rather than complete grammatical sign-language translation.
Pramudhi Hansi Wijesinghe, Nimesh Pollwaththage, D. Dhammearatchi· Journal of Innovation in Sci...· 0 citations
Communication between deaf individuals and the hearing public remains difficult, since sign language is still unfamiliar to much of the general population. This paper presents an Android-based Indonesian Sign Language (SIBI) translation application built around a pre-trained Long Short-Term Memory (LSTM) model for gest...
A. C. Sari, Karto Iskandar, Hasyiya Karimah Adli et al.· International Conferences on...· 0 citations
Hearing loss represents a global challenge, affecting the ability of the deaf community to communicate, study, and work. Currently, the World Health Organization reports that more than 430 million people live with disabling hearing loss. Among rehabilitation alternatives, sign language is one of the most widely adopted...
Juan E. Mora-Zarate, C. L. Garzón-Castro· Journal of Imaging· 0 citations
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