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RSK World
language-translation
RSK World
language-translation
Language Translation Dataset - Machine Translation + Multilingual NLP + Parallel Corpus + Transformers
language-translation
  • data
  • examples
  • scripts
  • .gitignore705 B
  • CHECK_REPORT.md3.3 KB
  • LICENSE1 KB
  • PROJECT_INFO.md2.6 KB
  • README.md2.8 KB
  • RELEASE_NOTES.md4.7 KB
  • SETUP.md2.6 KB
  • config.py1.3 KB
  • index.html62.4 KB
  • language-translation.zip63.2 KB
  • requirements.txt299 B
RELEASE_NOTES.md
RELEASE_NOTES.md
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RELEASE_NOTES.md

# Language Translation Dataset - Release v1.0.0

## 🎉 Initial Release

**Version:** 1.0.0
**Release Date:** 2016
**Author:** RSK World
**Website:** https://rskworld.in

---

## 📦 What's Included

### Complete Translation System
- **Google Translate-style Interface** - Modern, user-friendly translation UI
- **Offline Translation Dictionary** - 1,983 translation entries (works without internet!)
- **Real-time Translation** - Auto-translates as you type
- **Multi-language Support** - English, Spanish, French, German (12 language pairs)

### Dataset Files
- **Training Dataset:** 50 parallel sentence pairs (JSON & TSV formats)
- **Validation Dataset:** 5 parallel sentence pairs (JSON & TSV formats)
- **Sample Data:** 15 examples for preview
- **Local Dictionary:** 1,983 comprehensive translation entries

### Processing Scripts
- `process_data.py` - Process and convert datasets
- `convert_format.py` - Convert between TSV and JSON
- `analyze_dataset.py` - Analyze dataset statistics
- `download_translation_data.py` - Download from public sources
- `build_local_dictionary.py` - Build local translation dictionary
- `create_zip.py` - Create project ZIP archive

### Documentation
- Complete README with usage instructions
- Setup guide (SETUP.md)
- Project information (PROJECT_INFO.md)
- Check report (CHECK_REPORT.md)
- Example usage scripts

---

## ✨ Key Features

### Translation Features
- ✅ **Offline Support** - Works without internet using local dictionary
- ✅ **Auto Language Detection** - Automatically detects source language
- ✅ **Word-by-Word Translation** - Handles phrases not in exact dictionary
- ✅ **API Fallback** - Uses MyMemory API for unknown translations
- ✅ **Copy to Clipboard** - Easy copy buttons
- ✅ **Text-to-Speech** - Listen to translations
- ✅ **Character Counter** - 5,000 character limit with warnings

### Technical Features
- ✅ **Three-Tier Translation System** - Local → Word-by-word → API
- ✅ **Real-time Processing** - 500ms debounce for smooth performance
- ✅ **Multiple Formats** - JSON and TSV support
- ✅ **Comprehensive Documentation** - Detailed how-it-works guides
- ✅ **Responsive Design** - Works on desktop, tablet, and mobile

---

## 🚀 Quick Start

1. **Download the Dataset:**
```bash
git clone https://github.com/rskworld/language-translation.git
cd language-translation
```

2. **Install Dependencies:**
```bash
pip install -r requirements.txt
```

3. **Open the Demo:**
- Open `index.html` in your web browser
- Start translating instantly!

4. **Process Data:**
```bash
python scripts/process_data.py
```

---

## 📊 Statistics

- **Total Translation Entries:** 2,053
- **Local Dictionary Entries:** 1,983
- **Training Samples:** 50
- **Validation Samples:** 5
- **Language Pairs:** 12
- **Supported Languages:** 4 (English, Spanish, French, German)

---

## 🛠️ Technologies Used

- **Frontend:** HTML5, CSS3, JavaScript (ES6+), Bootstrap 5
- **Backend:** Python 3, JSON, TSV
- **APIs:** MyMemory Translation API, Web Speech API
- **ML Ready:** Compatible with Transformers, mBERT, mT5

---

## 📝 Usage Examples

### Basic Translation
1. Open `index.html` in browser
2. Select source and target languages
3. Type or paste text
4. Translation appears automatically

### Process Dataset
```bash
python scripts/process_data.py
```

### Convert Formats
```bash
python scripts/convert_format.py --input data/train.tsv --output data/train.json
```

### Analyze Dataset
```bash
python scripts/analyze_dataset.py
```

---

## 📁 Project Structure

```
language-translation/
├── data/ # Dataset files (JSON, TSV)
│ ├── train.json
│ ├── train.tsv
│ ├── validation.json
│ ├── validation.tsv
│ ├── sample_data.json
│ └── local_dictionary.json (1,983 entries)
├── scripts/ # Python processing scripts
├── examples/ # Usage examples
├── index.html # Main demo page
└── Documentation/ # README, SETUP, etc.
```

---

## 🔗 Links

- **Repository:** https://github.com/rskworld/language-translation
- **Website:** https://rskworld.in
- **Email:** help@rskworld.in
- **Phone:** +91 93305 39277

---

## 📄 License

Copyright © 2016 RSK World. All rights reserved.

---

## 🙏 Credits

**Created by RSK World** - Free Programming Resources & Source Code

For questions, support, or contributions, please visit: https://rskworld.in

---

**Download:** [language-translation.zip](language-translation.zip) (64 KB)

About RSK World

Founded by Molla Samser, with Designer & Tester Rima Khatun, RSK World is your one-stop destination for free programming resources, source code, and development tools.

Founder: Molla Samser
Designer & Tester: Rima Khatun

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