Language Learning Material Generator

A automated pipeline that transforms YouTube videos into comprehensive language learning materials.

Features

• 📺 YouTube Video Processing

  • Downloads video and audio from YouTube URLs
  • Extracts subtitles/captions

• 🎯 Language Processing

  • Speech-to-text conversion for automatic subtitle generation
  • Parallel text generation in target language
  • Machine translation support

• 📚 Learning Material Analysis

  • Vocabulary extraction and proficiency level mapping
  • Key phrases identification
  • Content difficulty assessment
  • Language level classification (A1-C2)

How It Works

1. Input: Provide a YouTube URL
2. Download: Extract video and audio content
3. Transcription: Generate subtitles using speech recognition
4. Translation: Create parallel text in target language
5. Analysis:
   • Extract key vocabulary
   • Identify important phrases
   • Assess content difficulty
   • Determine CEFR level

Getting Started

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Requirements

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Usage

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Contributing

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

License

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