Deep learning technology to recognize american sign language alphabet

B Alsharif, AS Altaher, A Altaher, M Ilyas, E Alalwany - Sensors, 2023 - mdpi.com
Historically, individuals with hearing impairments have faced neglect, lacking the necessary
tools to facilitate effective communication. However, advancements in modern technology …

A machine learning based full duplex system supporting multiple sign languages for the deaf and mute

MI Saleem, A Siddiqui, S Noor, MA Luque-Nieto… - Applied Sciences, 2023 - mdpi.com
This manuscript presents a full duplex communication system for the Deaf and Mute (DM)
based on Machine Learning (ML). These individuals, who generally communicate through …

Translation of Mexican sign language into Spanish using machine learning and internet of things devices

H Caballero-Hernandez, V Muñoz-Jiménez… - Bulletin of Electrical …, 2024 - beei.org
This paper describes an application based on internet of things (IoT) and gesture
recognition through the MediaPipe library to communicate people with hearing and speech …

Real-Time Hand Gesture Recognition with Voice Conversion for Deaf and Dumb

N Rajule, S Pawar, S Jadhav… - 2023 7th …, 2023 - ieeexplore.ieee.org
Individuals primarily communicate with one another through various means, such as verbal
language, written language, or nonverbal cues. However, for those who are deaf and dumb …

Mobile Application based Sign Language System for Hearing and Speech Impaired People

P Nirmaladevi, M Pavithra… - 2023 14th …, 2023 - ieeexplore.ieee.org
The primary obstacle faced by individuals who have hearing or speech impairments when
interacting with others is communication. Successful communication necessitates the …

Sign Language to Speech Conversion using Esp32

S Yalabaka, SSS Shetty, CR Prasad… - 2024 4th Asian …, 2024 - ieeexplore.ieee.org
Communicating is the only way we can express ourselves or convey information, yet
persons with impairments such as the deaf and dumb, struggle to communicate with others …

Deep Learning Based Lip Reading for Speech Recognition

M Abishek, S Harish, RK Prasath… - 2024 15th …, 2024 - ieeexplore.ieee.org
Automatic speech recognition (ASR) is the process of using machine learning techniques to
convert human speech into written text. This paper proposes a deep learning-based lip …

Smart Blind Assistant using Deep Learning for the Visually Impaired Users

B Sathyasri, JJJ Sheela, S Vanaja - 2023 Second International …, 2023 - ieeexplore.ieee.org
In today's modern world, visually impaired and blind people experience numerous
difficulties in driving their daily need and life. They had undergone many challenges in …

Smart Glove or Sign Language and AI-Driven Wheelchair Navigation

K Akkineni, T Mounika, M Pooja… - MATEC Web of …, 2024 - matec-conferences.org
Gesture gloves are a promising solution for individuals who struggle with both mobility and
communication. These gloves' sensor technology helps with nonverbal communication as …

Recognition of sign language based on hand gestures

BM Gunji, NM Bhargav, A Dey… - Journal of Advances …, 2021 - avantipublisher.com
The target of SLR or sign language recognition is to interpret the sign language into text,
respectively. So the deaf and mute people can communicate with ordinary people easily …