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SpeechT5_hy
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# SpeechT5 Armenian TTS - Project Organization Plan

## Current Project Analysis

### 📁 **Core Application Files** (KEEP)
- `app.py` - **Main application** (current working version)
- `src/` - **Core source code** (all files needed)
  - `__init__.py` - Python package initialization
  - `pipeline.py` - Main TTS pipeline
  - `model.py` - Model loading and inference
  - `audio_processing.py` - Audio post-processing
  - `preprocessing.py` - Text preprocessing
  - `config.py` - Configuration settings

### 📄 **Configuration Files** (KEEP)
- `requirements.txt` - **Dependencies** (essential)
- `spaces.toml` - **HuggingFace Spaces config** (needed for deployment)
- `Dockerfile` - **Container configuration** (optional but useful)
- `.dockerignore` - Docker ignore file
- `.gitattributes` - Git attributes
- `.python-version` - Python version specification

### 🧪 **Development Files** (KEEP)
- `tests/test_pipeline.py` - **Unit tests** (good practice)
- `deploy.py` - **Deployment helper script** (useful)
- `validate_optimization.py` - **Validation script** (useful for testing)

### 📚 **Documentation** (KEEP - ORGANIZE)
- `README.md` - **Main documentation** (essential)
- `QUICK_START.md` - Quick start guide
- `OPTIMIZATION_REPORT.md` - Optimization details
- `READY_TO_DEPLOY.md` - Deployment guide

### 🗑️ **Files to REMOVE/ARCHIVE**

#### Development Versions (Multiple app.py variants)
- `app_deploy.py` - Archive (development version)
- `app_fast.py` - Archive (development version)  
- `app_final.py` - Archive (development version)
- `app_minimal.py` - Archive (development version)
- `app_minimal_v2.py` - Archive (development version)
- `app_optimized.py` - Archive (development version)
- `app_original.py` - Archive (original backup)
- `app_simple.py` - Archive (development version)
- `app_ultracompat.py` - Archive (development version)

#### Temporary Documentation
- `DEPLOYMENT_FIX.md` - Archive (temporary fix notes)
- `DEPLOYMENT_FIX_SUMMARY.md` - Archive (temporary)
- `FINAL_FIX_CONFIRMED.md` - Archive (temporary)

#### Cache and Generated Files
- `__pycache__/` - Remove (auto-generated)
- `src/__pycache__/` - Remove (auto-generated)
- `flagged/` - Remove (Gradio temp files)

#### Audio Files (Evaluate)
- `*.npy` files - Remove (large binary files, should use Git LFS or external storage)
- `clips/` - Evaluate (if examples needed, keep small ones)

#### Test Files
- `test_gradio.py` - Archive (development testing)

## Recommended Project Structure

```
SpeechT5_hy/
├── 📁 src/                          # Core source code
│   ├── __init__.py
│   ├── pipeline.py                  # Main TTS pipeline
│   ├── model.py                     # Model handling
│   ├── audio_processing.py          # Audio processing
│   ├── preprocessing.py             # Text preprocessing
│   └── config.py                    # Configuration
├── 📁 tests/                        # Unit tests
│   ├── __init__.py
│   └── test_pipeline.py
├── 📁 docs/                         # Documentation
│   ├── README.md                    # Moved from root
│   ├── QUICK_START.md
│   ├── OPTIMIZATION_REPORT.md
│   └── DEPLOYMENT.md                # Consolidated deployment guide
├── 📁 scripts/                      # Utility scripts
│   ├── deploy.py
│   └── validate_optimization.py
├── 📁 examples/                     # Small example files
│   └── (small audio samples if needed)
├── 📁 archive/                      # Development versions
│   └── (all app_*.py variants)
├── app.py                           # Main application
├── requirements.txt                 # Dependencies
├── spaces.toml                      # HF Spaces config
├── Dockerfile                       # Container config
├── .gitignore                       # Git ignore rules
├── .gitattributes                   # Git attributes
├── .python-version                  # Python version
└── README.md                        # Main project README
```

## Action Plan

1. **Create directory structure**
2. **Move files to appropriate locations**
3. **Remove unnecessary files**
4. **Update imports and references**
5. **Create consolidated documentation**
6. **Test the reorganized structure**

This organization will make your project:
- ✅ **Professional and clean**
- ✅ **Easy to navigate**
- ✅ **Ready for collaboration**
- ✅ **Deployment-ready**
- ✅ **Maintainable**