Sign language is a way of communicating using hand gestures and movements, body language and facial expressions, instead of spoken words. This project describes a sign language translator for the deaf.
The interface works in phases,
- First recognizes Audio input on the platform using Python Speech Recognition module.
- Conversion of audio to text using Google Speech API.
- Dependency parser for analysing grammatical structure of the sentence and establishing relationship between words.
- ISL Generator: ISL of input sentence using ISL grammar rules.
- Generation of Sign language with concating videos.
- streamlit==1.8.1
- opencv-python==4.4.0.44
- moviepy==1.0.3
- numpy==1.21.5
- SpeechRecognition==3.8.1
- nltk==3.7