A voice-first, offline learning companion for visually impaired children uses latency, wrong-attempt, and hesitation signals to adapt difficulty and tolerantly match spoken answers in English and Tamil.
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Kutti AI: A Voice-First, Offline-Capable Learning Companion with Real-Time Struggle Detection for Visually-Impaired Children
A voice-first, offline learning companion for visually impaired children uses latency, wrong-attempt, and hesitation signals to adapt difficulty and tolerantly match spoken answers in English and Tamil.