Initial deployment

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README.md

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+# 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
+
+1. Clone the repository:
+```bash
+git clone https://github.com/yourusername/mental-wellness-platform.git
+cd mental-wellness-platform
+```
+
+2. Create a virtual environment and activate it:
+```bash
+python -m venv venv
+source venv/bin/activate  # On Windows, use: venv\Scripts\activate
+```
+
+3. Install the required packages:
+```bash
+pip install -r requirements.txt
+```
+
+## Usage
+
+1. Start the application:
+```bash
+python src/app.py
+```
+
+2. Open your web browser and navigate to the provided URL (typically http://localhost:7860)
+
+3. 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. 

app.py

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+import gradio as gr; demo = gr.Interface(fn=lambda x: x, inputs='text', outputs='text'); demo.launch()

requirements.txt

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+gradio>=4.1.1
+torch>=2.0.0
+transformers>=4.34.0
+librosa>=0.10.1
+numpy>=1.24.0
+plotly>=5.18.0
+scipy>=1.11.3
+pandas>=2.1.0
+python-dotenv>=1.0.0
+huggingface-hub>=0.19.0
+scikit-learn>=1.3.2
+soundfile>=0.12.1
+torchaudio>=2.0.0
+accelerate>=0.24.1
+matplotlib>=3.7.1
+seaborn>=0.12.2
+pyyaml>=6.0.1
+requests>=2.31.0
+tqdm>=4.65.0
+nltk>=3.8.1
+spacy>=3.7.2
+en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.7.1/en_core_web_sm-3.7.1.tar.gz