SILENT SOUND TECHNOLOGY

SILENT SOUND TECHNOLOGY

Registration ID: IJNRD_190449

Published ID: IJNRD2304078

DOI: Click Here to Get

CHINTALAPUDI MEGHAMS NAGA SAI

Convolution Neural Network (CNN), Deep Learning (DL), Image Processing, Silent Sound.

Without using real audio, silent sound technology uses visual interpretation of lip, mouth, and face movement to comprehend words or speech. This job is challenging because different dictions and speech articulations are used by different people. Keeping this in mind, this project demonstrates the effectiveness of machine learning by developing an automatic lip-reading system using deep learning and neural networks. Two different CNN models were trained on a portion of the dataset. Based on how well the taught silent sound Technology models predicted words using DL, they were assessed. A web application for real-time word prediction used the top performing algorithm. Based on this precision, this can be applied further and in many more uses.

Published Paper   E-Certificate

"SILENT SOUND TECHNOLOGY", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 4, page no.a629-a632, April-2023, Available :https://ijnrd.org/papers/IJNRD2304078.pdf

Volume 8 Issue 4, April-2023

Pages : a629-a632

Paper Reg. ID: IJNRD_190449

Published Paper Id: IJNRD2304078

Downloads: 000121233

Research Area: Engineering

Country: Visakhapatnam, Andhra Pradesh, INDIA

Published Paper PDF: https://ijnrd.org/papers/IJNRD2304078.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2304078

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Publisher: IJNRD (IJ Publication) Janvi Wave

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 8 | August 2025

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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world. IJNRD will provide an opportunity for practitioners and educators of engineering field to exchange research evidence, models of best practice and innovative ideas.

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