/Voice-of-Hand

Speech/Text to sign language converter

Primary LanguageJupyter Notebook

Voice-of-Hand

Speech/Text to sign language converter

Problem Statement

When people without impaired hearing wants to communicate with deaf, it leads to miscommunication as many people don't know sign language.
Voice of hands - Speech to sign language translator will help us to express our thoughts easily and clearly.

Working Principle

First it takes, input either as speech or text. If the input is text, then it is converted into the text using speech recognition library. Then the text is converted into vectors using bag of words algorithm and nltk library . Then the video of the vector is shown using cv2 library. Animations source: Github

Domains Of AI

Natural Language Processing, Computer Vision

Dependencies

NLTK(Natural Language Toolkit)
SpeechRecognition
Open CV

Project Demo Video

https://youtu.be/DdbHYPwsw9U