Recognising and Converting Sign Language into Speech

Recognising and Converting Sign Language into Speech

Registration ID: IJNRD_201283

Published ID: IJNRD2307387

DOI: Click Here to Get

Vaishnavi Athrey , Dr.Deepashree Devaraj

Machine Learning models, OTSU Methods, Vision-based approach, Convolutional Neural Networks, ReLu, Softmax

This paper presents a comprehensive study on recognizing and converting sign language to speech using machine learning models based on Convolutional Neural Networks (CNNs) with a vision-based approach and the OTSU method. Sign language is a vital means of communication for the deaf community, and bridging the communication gap between the deaf and hearing communities is crucial for inclusivity and accessibility. We propose an innovative approach that combines the power of CNNs, a vision-based approach, and the OTSU method for robust and accurate sign language recognition and translation into spoken language.

Published Paper   E-Certificate

"Recognising and Converting Sign Language into Speech", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.8, Issue 7, page no.d759-d767, July-2023, Available :https://ijnrd.org/papers/IJNRD2307387.pdf

Volume 8 Issue 7, July-2023

Pages : d759-d767

Paper Reg. ID: IJNRD_201283

Published Paper Id: IJNRD2307387

Downloads: 000121139

Research Area: Engineering

Country: Bengaluru, Karnataka, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2307387.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2307387

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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