Readme overview in Website: https://sai-prashanth123.github.io/Hackathon-5.0/

Indian Sign Language Translation Project

Description

This project focuses on developing a tool that translates spoken English into Indian Sign Language (ISL) using real-time speech recognition and text-to-sign language conversion. The application captures audio from a microphone, transcribes it to text, and then converts the text to sign language animations or letter-by-letter images.

Author

Name: Sai Prashanth
Email: saip00519@gmail.com
LinkedIn: Sai Prashanth
GitHub: Sai Prashanth12

Project Details

• Objective: Convert spoken English into ISL and vice versa to bridge communication gaps for the deaf community.
• Technologies Used:
  • Speech Recognition: speech_recognition library
  • Text Processing: Python string operations
  • Image Handling: PIL (Python Imaging Library)
  • GUI: Tkinter for displaying GIFs, matplotlib for letter images
  • Data Storage: MP4 video files and image files
• Dependencies:
  • numpy
  • matplotlib
  • PIL (Pillow)
  • tkinter
  • speech_recognition

Features

• Real-time Audio Capture: Listens to and captures audio from the microphone.
• Speech-to-Text Conversion: Transcribes the captured audio to text.
• ISL Translation: Converts the transcribed text into ISL using GIF animations for predefined phrases or letter-by-letter images.
• Error Handling: Manages errors in speech recognition and displays appropriate messages.

Installation

1. Clone the repository:

   git clone https://github.com/yourusername/Hackthon-5.0.git
   

2. Install required packages:

   pip install numpy matplotlib pillow speechrecognition