Hello Hive Community 🙌🏻
We are thrilled to introduce ourselves as Team FTW🚀 from Delhi Technological University (DTU). We're four very thrilled and enthusiastic group of freshers, trying to give back to the community through our project. Let's meet the team:
Image : Hackers On The Run
Tarun Jain : the ML mastermind of the team, operating new APIs, Python, Django.
Aryan Sood : UI/UX designer, blender operator, and ML helper.
Ujjwal Kakar : Blender Master, staying up the whole night , trying to work the poor Vincent's arm.
Sanchali Thareja : UI/UX designer, Main Presenter and researcher.
Project Name: SignPal
Problem Statement: Develop a live audio-to-sign language translation tool for the deaf, utilizing a digital avatar. This tool should be capable of translating all kinds of audio inputs, including phone calls, YouTube videos, and other media, into sign language in real-time.
Project Description:
SignPal is an innovative tool designed to bridge the communication gap for the deaf community. Our goal is to enable the seamless translation of all types of audio inputs, including phone calls, YouTube videos, and other media, into sign language in real-time. Here's how SignPal will make a difference:
Inclusive Communication: SignPal will empower the deaf community by providing real-time translation of audio content, making communication more inclusive and accessible.
Versatile Audio Input: The tool is designed to handle various audio sources, ensuring comprehensive coverage for different types of media.
Digital Avatar: Our unique digital avatar will accurately perform ISL translations, providing a visual representation of spoken content.
Real-Time Translation: With advanced AI and machine learning algorithms, SignPal will deliver instantaneous translations, ensuring that users do not miss out on important conversations or information.
What makes us different:
Our system has better accuracy and less memory-utilization than existing ones, working in 1sec on GPU and 10sec on a CPU.
Moreover, the system is capable of generating the output within 1s per conversion by minimizing the operational processing time by nearly 69%.
Devfolio Project Submission Link : Project Link
GitHub Link : GitHub Link
Why SignPal Matters?
In a world where communication is key, SignPal aims to ensure that no one is left out. By translating spoken language into sign language in real-time, we are taking a significant step towards inclusivity and accessibility. Whether it's a phone call with a loved one, a live stream of an event, or educational content on YouTube, SignPal will make it accessible to the deaf community.
Tech Stack:
Python , Sphinx API , Django , HTML/CSS/JS , Blender , PyBlender API
Slides : slides link
Avatar Video : (https://drive.google.com/file/d/1Qg9AqOa2Sr7nabv72E3a6UtxVurBkCvi/view?usp=drivesdk)
Website Video :
