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Sign Language to Speech Translator Using Deep Learning

FYP 2 SEM 2 2019/2020

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Main Author: Amirul Hakim Bin Azmi
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Language:English
Published: 2023
Subjects:
Machine Learning
Deep Learning
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id my.uniten.dspace-21539
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spelling my.uniten.dspace-215392023-05-04T17:25:03Z Sign Language to Speech Translator Using Deep Learning Amirul Hakim Bin Azmi Machine Learning Deep Learning FYP 2 SEM 2 2019/2020 People who are categorised as Deaf-Mute are considered as having a disability. Their method of communication stretches in a lot of various ways, including lip-reading, vocalizations and sign language. However, there exists a boundary in terms of comprehension when it comes to communication between them and normal people. This thesis documents the development of a Deep Neural Network system that interprets electromyography (EMG) signals from the forearm of Deaf-Mute individual and converts the data captured into digital signal. This process is achieved using the Myo Armband to capture the signal, and Tensorflow to train and validate the data. The integration between both the hardware and software increases the efficiency of communication for the Deaf-Mute community. 2023-05-03T17:11:57Z 2023-05-03T17:11:57Z 2020-02 https://irepository.uniten.edu.my/handle/123456789/21539 en application/pdf
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
topic Machine Learning
Deep Learning
spellingShingle Machine Learning
Deep Learning
Amirul Hakim Bin Azmi
Sign Language to Speech Translator Using Deep Learning
description FYP 2 SEM 2 2019/2020
format
author Amirul Hakim Bin Azmi
author_facet Amirul Hakim Bin Azmi
author_sort Amirul Hakim Bin Azmi
title Sign Language to Speech Translator Using Deep Learning
title_short Sign Language to Speech Translator Using Deep Learning
title_full Sign Language to Speech Translator Using Deep Learning
title_fullStr Sign Language to Speech Translator Using Deep Learning
title_full_unstemmed Sign Language to Speech Translator Using Deep Learning
title_sort sign language to speech translator using deep learning
publishDate 2023
_version_ 1806425727679070208
score 13.188404

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