Register: Jurnal Ilmiah Teknologi Sistem Informasi
Vol 11 No 1 (2025): January

One-Way Communication System using CNN for Interaction between Deaf and Blind People

Sulaksono, Juli (Unknown)
Ayu Dwi Giriantari , Ida (Unknown)
Sudarma, Made (Unknown)
Swarmardika , Ida Bagus Alit Swarmardika (Unknown)



Article Info

Publish Date
25 Jun 2025

Abstract

Communication is essential for everyone, including for individuals who are deaf and blind. People with disabilities must have equal rights to communicate, just like the general public. A one-way communication system between deaf and blind people is therefore necessary. The input to the system is in the form of spoken language, and the output is in the form of Braille. The input uses SIBI (Indonesian Sign Language System), which is recorded with a camera and then processed using a Convolutional Neural Network (CNN). The CNN is divided into three parts: the Training Process using a Tecnable machine, the SIBI DataSet model, and the Detection Process. The output of this process is text. The conversion of text into Braille is conducted using an image index. The resulting Braille can be read by blind users. System performance is analysed using a Confusion Matrix. The analysis results show an accuracy of 85%, a precision of 90%, and a recall of 82%.

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Journal Info

Abbrev

register

Publisher

Subject

Computer Science & IT

Description

Register: Scientific Journals of Information System Technology is an international, peer-reviewed journal that publishes the latest research results in Information and Communication Technology (ICT). The journal covers a wide range of topics, including Enterprise Systems, Information Systems ...