Can I read Awaaz: A Sign Language and Voice Conversion Tool for Deaf-Dumb People on EtoBox?

Awaaz: A Sign Language and Voice Conversion Tool for Deaf-Dumb People by Bharat Taralekar; Rutuja Hinge; Chaitanya Bisne; Amberish Deshmukh; Vidya Darekar is a book available to read on EtoBox.

What is Awaaz: A Sign Language and Voice Conversion Tool for Deaf-Dumb People about?

The silent group is confronted with issues all around the world. There are numerous connection issues. Ordinary people can speak with each other through typical oral communication. People who are unable to speak or listen can use sign language as a substitute, but they notice many things when speaking with typical people. As a result, communication is always a possibility. The fact that a speechimpaired individual interacts with others through ineffective gestures is a clear impediment to this communication barrier. The paper's purpose is to bridge the gap between deaf-dumb persons and the rest of society. To convert gesture language to voice, the overall paper is built on machine learning and computer vision. The proposed work is carried out using a large self-made labeled dataset of about 15,000 images. We proposed a deep convolutional neural network for sign and gesture recognition. The model is being deployed using Tkinter GUI for creating Desktop based user application.

Author

Bharat Taralekar; Rutuja Hinge; Chaitanya Bisne; Amberish Deshmukh; Vidya Darekar

Publisher

SPRINGER VERLAG, SINGAPOR

Published

2022

Language

EN

ISBN

9789811928390

Subjects

Computer Science, Engineering, Stem