Towards an Inclusive Society: Sign-to-Speech Model for Sign Language Understanding

Domain:

natural language processing

Record type:

paperposter

Towards an Inclusive Society: Sign-to-Speech Model for Sign Language Understanding

Poster presented at the Deep Learning Indaba 2022 by Steven Kolawole

Visit

storage.googleapis.com

Tasks

computer vision sign-language to text

Sign-to-Speech Model for Sign Language Understanding: A Case Study of Nigerian Sign Language

Through this paper, we seek to reduce the communication barrier between the hearing-impaired community and the larger society who are usually not familiar with sign language in the sub-Saharan region of Africa with the largest occurrences of hearing disability case

Sign-to-Speech for Sign Language Understanding: A case study of Nigerian Sign Language

Our dataset is a novel dataset for the Nigerian Sign Language comprising of 5000 images of 137 sign words/phrases including the alphabet letters. Data collectors of 20+ individuals comprising of a TV sign language broadcaster and students and teachers from 2 specia

Towards the extraction of robust sign embeddings for low resource sign language recognition

Isolated Sign Language Recognition (SLR) has mostly been applied on datasets containing signs execut

Heyyassinesedjari/Arabic-Speech-To-Moroccan-Sign-Language-Web-Application

This web app translates Arabic speech or text into Moroccan Sign Language videos, fostering communic

dhiaabdelli12/tunisian-sign-language-model

This is the framework that we built to train, evaluate and test models in real time. # Modeling ##

sarahkhudze/chichewa-sign-language-model-development

This repository contains the Jupyter Notebook used to develop and train a Convolutional Neural Netw