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Blink-To-Live eye-based communication system for users with speech impairments

Eye-based communication languages such as Blink-To-Speak play a key role in expressing the needs and emotions of patients with motor neuron disorders. Most invented eye-based tracking systems are complex and not affordable in low-income countries. Blink-To-Live is an eye-tracking system based on a m...

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Autores principales: Ezzat, Mohamed, Maged, Mohamed, Gamal, Youssef, Adel, Mustafa, Alrahmawy, Mohammed, El-Metwally, Sara
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10192441/
https://www.ncbi.nlm.nih.gov/pubmed/37198193
http://dx.doi.org/10.1038/s41598-023-34310-9
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author Ezzat, Mohamed
Maged, Mohamed
Gamal, Youssef
Adel, Mustafa
Alrahmawy, Mohammed
El-Metwally, Sara
author_facet Ezzat, Mohamed
Maged, Mohamed
Gamal, Youssef
Adel, Mustafa
Alrahmawy, Mohammed
El-Metwally, Sara
author_sort Ezzat, Mohamed
collection PubMed
description Eye-based communication languages such as Blink-To-Speak play a key role in expressing the needs and emotions of patients with motor neuron disorders. Most invented eye-based tracking systems are complex and not affordable in low-income countries. Blink-To-Live is an eye-tracking system based on a modified Blink-To-Speak language and computer vision for patients with speech impairments. A mobile phone camera tracks the patient’s eyes by sending real-time video frames to computer vision modules for facial landmarks detection, eye identification and tracking. There are four defined key alphabets in the Blink-To-Live eye-based communication language: Left, Right, Up, and Blink. These eye gestures encode more than 60 daily life commands expressed by a sequence of three eye movement states. Once the eye gestures encoded sentences are generated, the translation module will display the phrases in the patient’s native speech on the phone screen, and the synthesized voice can be heard. A prototype of the Blink-To-Live system is evaluated using normal cases with different demographic characteristics. Unlike the other sensor-based eye-tracking systems, Blink-To-Live is simple, flexible, and cost-efficient, with no dependency on specific software or hardware requirements. The software and its source are available from the GitHub repository (https://github.com/ZW01f/Blink-To-Live).
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spelling pubmed-101924412023-05-19 Blink-To-Live eye-based communication system for users with speech impairments Ezzat, Mohamed Maged, Mohamed Gamal, Youssef Adel, Mustafa Alrahmawy, Mohammed El-Metwally, Sara Sci Rep Article Eye-based communication languages such as Blink-To-Speak play a key role in expressing the needs and emotions of patients with motor neuron disorders. Most invented eye-based tracking systems are complex and not affordable in low-income countries. Blink-To-Live is an eye-tracking system based on a modified Blink-To-Speak language and computer vision for patients with speech impairments. A mobile phone camera tracks the patient’s eyes by sending real-time video frames to computer vision modules for facial landmarks detection, eye identification and tracking. There are four defined key alphabets in the Blink-To-Live eye-based communication language: Left, Right, Up, and Blink. These eye gestures encode more than 60 daily life commands expressed by a sequence of three eye movement states. Once the eye gestures encoded sentences are generated, the translation module will display the phrases in the patient’s native speech on the phone screen, and the synthesized voice can be heard. A prototype of the Blink-To-Live system is evaluated using normal cases with different demographic characteristics. Unlike the other sensor-based eye-tracking systems, Blink-To-Live is simple, flexible, and cost-efficient, with no dependency on specific software or hardware requirements. The software and its source are available from the GitHub repository (https://github.com/ZW01f/Blink-To-Live). Nature Publishing Group UK 2023-05-17 /pmc/articles/PMC10192441/ /pubmed/37198193 http://dx.doi.org/10.1038/s41598-023-34310-9 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ezzat, Mohamed
Maged, Mohamed
Gamal, Youssef
Adel, Mustafa
Alrahmawy, Mohammed
El-Metwally, Sara
Blink-To-Live eye-based communication system for users with speech impairments
title Blink-To-Live eye-based communication system for users with speech impairments
title_full Blink-To-Live eye-based communication system for users with speech impairments
title_fullStr Blink-To-Live eye-based communication system for users with speech impairments
title_full_unstemmed Blink-To-Live eye-based communication system for users with speech impairments
title_short Blink-To-Live eye-based communication system for users with speech impairments
title_sort blink-to-live eye-based communication system for users with speech impairments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10192441/
https://www.ncbi.nlm.nih.gov/pubmed/37198193
http://dx.doi.org/10.1038/s41598-023-34310-9
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