IEEE

Gesture-to-Text: A CNN-Based Deep Learning Model for Sign Language Translation

Abstract: Hearing and speech impaired people possess the essential communication method through sign language. The availability of sign language communication remains limited because people have ...
IEEE

Real-Time Sign Language Recognition with Deep Learning

This paper presents a real-time American Sign Language (ASL) recognition system based on deep learning (DL), aiming to improve accuracy and responsiveness over existing methods. A customized ...
IEEE

AI-Based Sign Language Translator Using CNN And Virtual Avatar

Abstract: The project will offer a speech to sign language translator that will help to reduce the gap in the interaction among the deaf people and the non-deaf people. The speech recognition, the ...
CNN

Police used AI facial recognition to arrest a Tennessee woman for crimes committed in a state she says she’s never visited

A Tennessee grandmother spent more than five months in jail after police used an AI facial recognition tool to link her to crimes committed in North Dakota – a state she says she’d never been to ...
IEEE

Deep Learning-Based American Sign Language Recognition System with Multi-Scale CNN and LSTM Architecture

Abstract: Sign language is a significant communication mode among the deaf and hard-of-hearing people. The conventional sign language recognition systems usually suffer from drawbacks such as isolated ...
IEEE

Efficient Development of Gesture Language Translation System using CNN

Abstract: Gesture Language Translation System (GLTS) is an interdisciplinary research field that intersects computer vision, machine learning, also human-machine interaction. This study offers a ...
IEEE

Developing a CNN and NLP Integrated System for Translating American Sign Language Into Human Language

Abstract: American Sign Language (ASL) is an important means of communication among deaf and speech-impaired people. The communication gap, however, exists between users of ASL and users of the spoken ...
IEEE

Deep Learning for Inclusive Communication: A CNN-Based Approach to Sign Language Recognition

Abstract: Despite a wide social group that could profit from it, the idea of sign language recognition by technology is underutilized. Several technologies are available that can be helpful in ...
IEEE

FPGA-Based CNN-LSTM System for Audio Signal Classification

Abstract: Convolutional Neural Networks (CNNs) combined with Long Short-Term Memory (LSTM) networks are strong machine learning models known for their high accuracy in decision-making. However, they ...
The Conversation

The deaf blacksmith who married in 1576 – and the history of sign as a legal language

Medieval manuscript illustration of a man placing a ring on a woman’s finger. British Library Royal MS 6 E VI, fol. 104/Wiki Commons In February, Leicester Cathedral hosted a British Sign Language ...