Mental Wellness Platform

A comprehensive mental wellness platform that provides mental health assessment, monitoring, and support through multiple modalities. The platform utilizes state-of-the-art AI models for voice analysis, text analysis, and therapeutic interaction.

Features

Voice Analysis
- Speech recognition and transcription
- Emotion detection from voice
- Prosodic feature analysis
- Speech pattern analysis
Text Analysis
- Sentiment analysis
- Emotion detection
- Mental health indicator detection
- Cognitive state assessment
Therapeutic Support
- AI-powered therapeutic conversations
- Personalized coping strategies
- Crisis detection and support
- Mental health resources

Installation

Clone the repository:

git clone https://github.com/yourusername/mental-wellness-platform.git
cd mental-wellness-platform

Create a virtual environment and activate it:

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

Install the required packages:

pip install -r requirements.txt

Usage

Start the application:

python src/app.py

Open your web browser and navigate to the provided URL (typically http://localhost:7860)
Use the platform's features through the Gradio interface:
- Record voice input for analysis
- Enter text for emotional analysis
- Engage in therapeutic conversation
- View analysis results and recommendations

Model Information

The platform uses the following models:

Whisper ASR for speech recognition
DistilRoBERTa for emotion classification
FLAN-T5 for therapeutic responses
Various custom models for mental health assessment

Privacy and Security

All data is processed locally
No data is stored permanently
End-to-end encryption for data transmission
Compliant with privacy best practices

Contributing

Contributions are welcome! Please feel free to submit a Pull Request.

License

This project is licensed under the MIT License - see the LICENSE file for details.

Disclaimer

This platform is not a substitute for professional mental health care. If you're experiencing a mental health crisis, please contact your local emergency services or call the National Crisis Helpline at 988.

Support

For questions, issues, or feature requests, please open an issue on the GitHub repository.