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)
In this project article the main focus is, on discussing the importance of communication for individuals facing challenges with speaking or hearing. The emphasis is on improving interactions with mute individuals by using sign language as a form of communication. Sign language, which involves hand movements and facial expressions serves as a way to convey messages. The goal of the program is to bridge communication gaps by interpreting sign language gestures making interactions more effective for those who're not familiar with sign language. Specifically the project utilizes Indian Sign Language (ISL) techniques. Incorporates a microphone and camera for implementation purposes. ISL translation system in place spoken words are translated into sign language making communication easier for individuals. The system transforms spoken messages into text and shows ISL images or GIFs to simplify conversations between hearing and deaf individuals. The project is based on converting signals into text using speech to text APIs that cover vocabulary sizes ranging from small to large conversions. A comparative review of these technologies is carried out to assess their advantages and drawbacks. Additionally the text explores how language models can enhance the accuracy of speech to text conversion, in environments or when dealing with words.
Keywords:
Natural Language Processing (NLP), Lemmatization, Localhost, Punkt.
Cite Article:
"Audio To Sign Language Using Python, Django, Sqlite", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.a68-a72, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404009.pdf
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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
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