Healthcare Translation App

This application provides real-time transcription, translation, and text-to-speech synthesis for healthcare communication.

Features

• Transcription: Converts spoken words into text using Whisper AI.
• Translation: Translates transcribed text into multiple languages using M2M100.
• Text-to-Speech (TTS): Converts translated text into speech using Coqui TTS.

Installation

1. Clone the Repository

git clone https://github.com/SudaisAlam/HealthCare-Translation-Web_App.git
cd HealthCare-Translation-Web_App

2. Create a Virtual Environment (Recommended)

python -m venv venv
source venv/bin/activate  # On Windows use: venv\Scripts\activate

3. Install Dependencies

pip install -r requirements.txt

4. Run the Backend Server

uvicorn main:app --host localhost --port 8000 --reload

API Endpoints

Endpoint	Method	Description
/translate	POST	Translate text from one language to another
/transcribe	POST	Transcribe an audio file to text
/synthesize	POST	Convert text to speech

Dependencies

• FastAPI
• Whisper
• Transformers (M2M100)
• Coqui TTS
• Torch
• Soundfile

Enjoy using the Healthcare Translation App! 🚀