Audio To Sign Language Using Python, Django, Sqlite

Audio To Sign Language Using Python, Django, Sqlite

Registration ID: IJNRD_217149

Published ID: IJNRD2404009

DOI: Click Here to Get

Nadiminti Venkateswarulu , M Anusha Sri , Gundoju Sai Sathwik , Simhadri Sai Raju

Natural Language Processing (NLP), Lemmatization, Localhost, Punkt.

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.

Published Paper   E-Certificate

"Audio To Sign Language Using Python, Django, Sqlite", IJNRD - INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (www.IJNRD.org), ISSN:2456-4184, Vol.9, Issue 4, page no.a68-a72, April-2024, Available :https://ijnrd.org/papers/IJNRD2404009.pdf

Volume 9 Issue 4, April-2024

Pages : a68-a72

Paper Reg. ID: IJNRD_217149

Published Paper Id: IJNRD2404009

Downloads: 000121152

Research Area: Computer Science & Technology 

Country: Hyderabad, Telangana, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404009.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404009

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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