Quizcribe

Homepage
Video Summary
Interactive Quiz
Quiz Feedback

Inspiration

Quizcribe is inspired by the problem that many students face in retaining the knowledge that they learned from class lectures or open-course videos. Through AI-powered summaries and interactive quizzes, we hope to make learning more effective and expand the effectiveness of self-regulated learning.

What it does

Quizcribe is an educational software that supplements students with AI-powered study resources generated from inputted videos or audio. By entering a link to a video, such as one from YouTube, Quizcribe automatically transcribes the video, returns a detailed summary of its content, and generates an interactive quiz game for knowledge testing and review.

How we built it

Frontend: Next.js/React
Backend: Django/Python
APIs: Deepgram (Speech to Text), Google Gemini 1.5, YouTube DL

Challenges we ran into

Extracting video URL from web URL (Resolve)
Gemini prompt design and output format had to be very precise (Resolved)
Frontend and backend connection issues with generated interactive quizzes (Resolved)

Accomplishments that we're proud of

The summaries and interactive quizzes generated by Quizcribe is very accurate to the content of the inputted video/audio
Our team was able to extend Quizcribe's video transcription and processing service to 16 different languages

What we learned

Fast-paced app development
Use of AI and LLM in video/audio transcription and processing
Using Next.js for frontend development
Developing REST API in Django
Version control with Git

What's next for Quizcribe

Support for video file upload and other URL domains e.g. Coursera, Khan Academy, Zoom
Enable translation to languages other than English
Expanding support for more than 16 languages
Increasing the efficiency and accuracy of video transcription and summary/quiz generation