 |
International Journal for Research Trends and Innovation
International Peer Reviewed & Refereed Journals, Open Access Journal
ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.14 (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)
|
Issue: March 2026
Volume 11 | Issue 3
Review Result and Publication of Paper within : 2-3 days
Click Here For more DetailsFor Authors
Forms / Download
Published Issue Details
Editorial Board
Other IMP Links
Facts & Figure
Impact Factor : 8.14
Issue per Year : 12
Volume Published : 11
Issue Published : 118
Article Submitted : 21574
Article Published : 8528
Total Authors : 22430
Total Reviewer : 805
Total Countries : 159
Indexing Partner
Licence
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
Published Paper Details
|
|
| Paper Title: | Sign Language Translator using Machine Learning |
| Authors Name: | Mr. Rushikesh Khilare , Mr. Aaryan Chengaloor , Mr. Satyajit J. Pokale |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJRTI_207198
|
| Published Paper Id: | IJRTI2511007 |
| Published In: | Volume 10 Issue 11, November-2025 |
| DOI: | |
| Abstract: | Sign language is one of the oldest and most natural forms of communication, yet most people do not understand it, making it difficult for deaf and mute individuals to communicate. This research proposes a vision-based machine learning model for real-time sign language translation using convolutional and recurrent neural networks. The system recognizes hand gestures representing the American Sign Language (ASL) alphabet with an achieved accuracy of 98%. The model employs image preprocessing, CNN-based feature extraction, and RNN-based temporal analysis to recognize dynamic gestures effectively. This paper highlights the implementation, results, and future improvements for improving accessibility and inclusivity. |
| Keywords: | Sign Language, Machine Learning, CNN, RNN, ASL, Gesture Recognition |
| Cite Article: | "Sign Language Translator using Machine Learning", International Journal for Research Trends and Innovation (www.ijrti.org), ISSN:2455-2631, Vol.10, Issue 11, page no.a51-a54, November-2025, Available :http://www.ijrti.org/papers/IJRTI2511007.pdf |
| Downloads: | 000257 |
| ISSN: |
2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID: IJRTI2511007
Registration ID:207198
Published In: Volume 10 Issue 11, November-2025
DOI (Digital Object Identifier):
Page No: a51-a54 Country: Pune, MAHARASHTRA, India Research Area: Computer Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2511007 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2511007 |
| Share Article: | |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijrti.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
ISSN Details
 |
 |
|
ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
DOI (A digital object identifier)
| Providing A digital object identifier by DOI.ONE How to Get DOI? |
Conference
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Important Details
Join RMS/Earn 300
WhatsApp
Click Here
Click Here
Indexing Partner |
|||
| Copyright © 2026 - All Rights Reserved - IJRTI | |||