# Lecture Studio

- **Event:** [Meta Global AI Developer Hackathon](https://cerebralvalley.ai/e/meta-ai-developer-hackathon)
- **When:** Oct 26, 12:00 PM – Nov 4, 9:00 PM (EST)
- **Where:** Online
- **Team:** [Alexaundra Robles](https://cerebralvalley.ai/u/Lexicon)
- **GitHub:** https://github.com/aroble11/lecture-studio
- **Demo video:** https://youtu.be/9KxA1JcCs0U
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4689

Lecture Studio turns a lesson a teacher actually taught into ready-to-use classroom materials; for absent students, accommodations, and review days. A teacher records or uploads their class (audio or video) and gets guided notes, a check-for-understanding quiz, an exit ticket, a bell ringer, and private pacing-and-gaps feedback; all grounded in what was really said, not a generic topic. It even finds the whiteboard moments in a class video, lifts the drawings off the board on-device, and pairs them with the matching notes. Five Meta models drive the pipeline: Muse Voice Transcribe for speech, Muse Wonder (with Muse Spark as a tested fallback) for materials and board labels, SAM 3.1 for image labeling, and an open-weight Muse Spark Open option on Baseten; with every generation strictly validated before it ever reaches a teacher. The class video never leaves the browser, and a one-click sample lets anyone try it with no account or keys.

## More from Meta Global AI Developer Hackathon

- [Studio Story](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4686)
- [KIN Access](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4687)
- [Lakers](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4688)
- [Bosque Vivo Chile — ProGarLabs](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4690)
- [LUXISOFT](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4691)
- [Tuck](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/4692)

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