README.md

metadata

title: Lecture Processor
emoji: 🎓
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 5.15.0
app_file: app.py
pinned: false
license: mit
hardware: zero-a10g

Lecture Processor

Transcribe, summarize, and generate quizzes from lecture recordings using WhisperX and a fine-tuned Gemma 3 4B model.

How It Works

1. Paste a YouTube lecture URL
2. The pipeline automatically:
   • Transcribes speech using WhisperX
   • Summarizes the lecture with structured sections (Summary, Key Points, Action Points)
   • Generates quiz questions (5 MCQ + 3 short answer)

Tech Stack

• WhisperX - Speech-to-text transcription
• Gemma 3 4B Instruct - Fine-tuned with QLoRA for lecture summarization and quiz generation
• LoRA Adapter - noufwithy/gemma-lecture-adapter
• Gradio - Web interface with ZeroGPU support