# XOF

- **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:** [Muhammad Ali](https://cerebralvalley.ai/u/ali38958), [Muhammad Nafees Aftab](https://cerebralvalley.ai/u/nafeesrex), [Waleed khalid](https://cerebralvalley.ai/u/WaleedKhalid)
- **Demo video:** https://youtu.be/GwIRlAXgmvE
- **Gallery:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2683

Soven (SpeakFlow 2.0) is an offline-first, trilingual AI reading coach and interactive storybook platform designed to democratize 1-on-1 literacy support for children, readers with dyslexia, and teachers in crowded classrooms.

The Problem:
In developing regions across South Asia and Latin America, over 70% of children and 1 in 5 individuals with dyslexia lack access to dedicated speech therapists or 1-on-1 reading specialists. In typical schools, a single teacher manages 45 to 50 students in a 45-minute period—leaving under 1 minute of individual reading time per child per day. Children with learning differences slip through the cracks, while commercial reading apps enforce punitive countdown timers and demand constant high-speed internet.

How Soven Solves It:
1. Virtual 1-on-1 Reading Specialist for Every Desk: Soven provides every student their own patient reading coach that listens to them read aloud, catches hesitations (>0.8s), and provides immediate neural audio assistance ("Hear Coach" and "Repeat Now").
2. Dyslexia-First Reading Accommodations: An open 2-page 2D storybook spread with cream paper tints, syllable breakdowns, wide typography, and waived speed penalties so dyslexic readers never feel rushed.
3. 20-Second Acoustic Voice Diagnostic: Measures WCPM (Words Correct Per Minute), acoustic pitch stability (65–2093 Hz), and pause patterns without storing student audio or PII.
4. Teacher Classroom Dashboard: Aggregates student progress into a single roster view, instantly identifying which children need focused teacher attention and turning a 50-student evaluation crisis into manageable triage.
5. Autonomous 5-Agent Meta Pipeline: Powered by Meta AI models (Llama 3 / Muse) across 5 specialized agents (Phonetic, Difficulty, Engagement, Practice, Progress) delivering personalized drills under 2 seconds.
6. Offline Edge Resilience: Functions entirely offline in low-connectivity schools using local INT8 Whisper and deterministic template banks.

## More from Meta Global AI Developer Hackathon

- [Souldbound](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2680)
- [GridTwin-HIL](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2681)
- [Nevermind](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2682)
- [TrueScene](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2684)
- [Chalk](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2685)
- [ScreenGuard](https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2686)

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Markdown version of https://cerebralvalley.ai/e/meta-ai-developer-hackathon/hackathon/gallery/2683. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt