Unravel

Inspiration

Duolingo meets Speech Therapy

What it does

Uses AI to diagnose which lisp you have, then takes you along exercises to help fix it.

How we built it

Front-end: React Native, TypeScript, and Tailwind Back-end: Python, FastAPI

Challenges we ran into

Hallucinations during the fine-tuning of the LLMs.

Accomplishments that we're proud of

Successfully identifies and differentiates different types of lisps and regular speech.

What we learned

We learnt how to fine-tune opensource models and curate them to our needs.

What's next for Unravel

Real deployment on App Store and Google Play Store with active users.

Built With

• fastapi
• git
• huggingface
• liberispeech
• python
• pytorch
• react
• tailwind
• typescript
• vite
• wav2vec2