INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
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.
"Recognising and Converting Sign Language into Speech", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 7, page no.d759-d767, July-2023, Available :http://www.ijnrd.org/papers/IJNRD2307387.pdf
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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
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