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Availability of a sign language dictionary is very important for the literacy of deaf people. But the intricacies involved in the representation of the sign language impede attempts at representing it in a printed format. A video-based solution helps to solve this problem. This article discusses the development of a bilingual mobile sign language dictionary which has features for converting camera-captured text into sign language and translating simple sentences from a spoken language into their corresponding signs. Feedback from 2,900 users spread across India who have installed our mobile application indicates that users prefer mobile application for learning Indian Sign Language (ISL). Comparing the existing printed sign language dictionaries and other mobile-based ISL dictionaries with the mobile application we have developed, 45 stakeholders of a deaf school assessed that its features like easy availability, speed of operation, and character recognition are very effective in learning ISL.
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http://dx.doi.org/10.1080/10400435.2018.1508093 | DOI Listing |
Front Artif Intell
August 2025
School of Computation and Communication Science and Engineering, The Nelson Mandela African Institution of Science and Technology, Arusha, Tanzania.
Computer vision has been identified as one of the solutions to bridge communication barriers between speech-impaired populations and those without impairment as most people are unaware of the sign language used by speech-impaired individuals. Numerous studies have been conducted to address this challenge. However, recognizing word signs, which are usually dynamic and involve more than one frame per sign, remains a challenge.
View Article and Find Full Text PDFJMIR Res Protoc
September 2025
Moores Cancer Center, University of California, San Diego, La Jolla, CA, United States.
Background: Cancer screening nonadherence persists among adults who are deaf, deafblind, and hard of hearing (DDBHH). These barriers span individual, clinician, and health care system levels, contributing to difficulties understanding cancer information, accessing screening services, and following treatment directives. Critical communication barriers include ineffective patient-physician communication, limited access to American Sign Language (ASL) cancer information, misconceptions about medical procedures, insurance navigation difficulties, and intersectional barriers for multiply marginalized individuals.
View Article and Find Full Text PDFPLOS Glob Public Health
September 2025
DataDrive2030, Cape Town, South Africa.
Early Childhood Development is a key national priority in South Africa which has developed the Early Learning Outcome Measure (ELOM 4&5) specifically designed to measure the progress of 4- and 5-year-old children across 5 domains of early childhood development. This age-validated, population-standardised instrument has been shown to have measurement equivalence and lack of bias across South Africa's 11 official spoken languages. In 2023, South African Sign Language was formally recognised as 12th official language of South Africa, but no ELOM (4&5) exists in SASL despite over 6,000 deaf children being born annually.
View Article and Find Full Text PDFBMJ Open
September 2025
Centre for Public Health, Queen's University Belfast, Belfast, UK
Objectives: There are more than 10 million deaf or hard of hearing people in the UK. While the deaf and hard of hearing population is heterogeneous, many of those with profound hearing loss are part of deaf communities (UK estimate around 120 000) which are defined minority communities. Many members of deaf communities are sign language users.
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