AI RESEARCH
AMAVA: Adaptive Motion-Aware Video-to-Audio Framework for Visually-Impaired Assistance
arXiv CS.CV
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ArXi:2604.23909v1 Announce Type: new Navigational aids for blind and low vision individuals struggle conveying dynamic real-world environments, leading to cognitive overload from continuous, undifferentiated feedback. We present AMAVA, a novel real-time video-to-audio framework that converts mobile device video into contextually relevant sound effects or text-to-speech descriptions.