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XOF

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

XOF — Demo video

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.

Team