> For the complete documentation index, see [llms.txt](https://noora.gitbook.io/noora-docs/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://noora.gitbook.io/noora-docs/outloud.md).

# Outloud

### What is Outloud?

Outloud turns studying into a conversation. Instead of passively reading notes, you **explain concepts out loud** to AI personas who push you to think deeper.

After 3 turns, get scored on coverage, clarity, correctness, and causality—with a **visual heatmap** showing exactly which parts were strong, vague, or wrong.

#### Key Features

 **Voice-First Interface** - Record yourself explaining concepts

* **4 AI Personas** - Mentor, Critic, Buddy, Coach
* **Smart Evaluation** - 4-dimensional scoring system
* **Visual Heatmap** - Color-coded feedback on every segment
* **AI Voice Responses** - Natural TTS in persona-matched voices
* **Cross-Platform** - iOS & Android

### How It Works

1. **Pick a Topic** - Choose from demo topics or upload your own materials
2. **Choose AI Persona** - Select your learning style (Mentor/Critic/Buddy/Coach)
3. **Explain Aloud** - Record yourself explaining in your own words
4. **Get Feedback** - AI responds with questions and guidance
5. **See Results** - View scores and heatmap showing strengths and gaps

### Quick Links

<table data-view="cards"><thead><tr><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td><strong>🚀 Getting Started</strong></td><td>Install and configure Outloud</td><td><a href="/pages/iVtikzX9B9VenneYfNFC">/pages/iVtikzX9B9VenneYfNFC</a></td></tr><tr><td><strong>📱 User Guide</strong></td><td>Learn how to use Outloud effectively</td><td><a href="/pages/UAvYV0xSvyn91yO5M0wn">/pages/UAvYV0xSvyn91yO5M0wn</a></td></tr><tr><td><strong>🔌 API Reference</strong></td><td>Developer documentation</td><td><a href="/pages/NuZmKSiz0YE0MsSKVd7B">/pages/NuZmKSiz0YE0MsSKVd7B</a></td></tr></tbody></table>

### Tech Stack

Built with:

* **Mobile**: React Native + Expo + TypeScript
* **Backend**: Node.js + Express + Supabase
* **STT**: Python + FastAPI + Faster Whisper
* **AI**: OpenAI GPT-4o-mini + TTS

### Support

Questions? Found a bug?

* 📧 Email: <nooraqasimwork@gmail.com>
* 💬 GitHub Issues: [github.com/NooraWael/outloud/issues](https://github.com/NooraWael/outloud/issues)

***

**Made with 💜 for CS Girlies Fall '25 Hackathon**


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