🎙️ Whisper Transcription Module

🌟 Overview

A powerful, flexible Python module for audio transcription leveraging OpenAI's Whisper model, designed to transform audio content into accurate, multilingual text.

✨ Key Features

• 🔊 Advanced Audio Transcription

  • Utilizes state-of-the-art Whisper AI technology
  • Supports multiple languages and dialects

• 🌐 Multilingual Support

  • Transcribe and translate audio across 99 languages
  • Automatic language detection

• 📄 Flexible Output Formats

  • TXT, JSON, SRT, VTT
  • Customizable transcription settings

• 📂 Versatile Processing

  • Single file and batch processing
  • Configurable model sizes
  • GPU and CPU support

📚 Documentation

🇺🇸 English	🇹🇷 Türkçe
Installation Guide	Installation Guide
CLI Usage Guide	Komut Satırı Kullanım Kılavuzu
Module Usage Guide	Modül Kullanım Kılavuzu
Feature Specifications	Özellik Spesifikasyonları

🚀 Demo Scripts

The demo_scripts directory offers comprehensive scenarios demonstrating the module's capabilities:

Scenario	Description	Key Features
1: Basic Transcription	Simple audio transcription	Default 'base' model, quick processing
2: Multilingual Translation	Translate audio to English	Multi-language support, configurable logging
3: Batch Processing	Process multiple audio files	Directory-wide transcription, format flexibility
4: Advanced Configuration	Detailed transcription control	Quality filtering, segment management
5: Error Handling	Robust error management	Fallback strategies, comprehensive logging
6: Advanced Batch Processing	Large-scale transcription	Parallel processing, detailed reporting

📋 System Requirements

💻 Computational Resources

• Python: 3.8+
• CPU: All models supported
• GPU: Optional acceleration
  • Use --device cuda for GPU transcription
  • Automatic CPU fallback

📦 Dependencies

• openai-whisper
• torch
• numpy
• soundfile
• ffmpeg-python

🤝 Contributing

1. Fork the repository
2. Create a virtual environment
3. Install development dependencies: pip install -e .[dev]
4. Run tests: pytest
5. Submit a pull request

🐛 Support

• Open an Issue
• Consult Troubleshooting Guide

📄 License

MIT License - see the LICENSE file for details.

🙏 Acknowledgements

• OpenAI for the Whisper model
• Python open-source community