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Minseop Kim

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An Empirical Study of On-Device Translation for Real-Time Live-Stream Chat on Mobile Devices

Experiments on five mobile devices provide a systematic empirical assessment of widely adopted on-device models, highlighting the importance of model selection and deployment constraints when adapting them to specialized tasks and serving a large and heterogeneous user base.

Jeiyoon Park, Daehwan Lee, C. Yeo et al. · 1 citation
#human-computer interacti... Preprint Mar 2026

Audo-Sight: AI-driven Ambient Perception Across Edge-Cloud for Blind and Low Vision Users

Audo-Sight is presented, an AI-driven assistive system that spans across Edge-Cloud continuum and enables BLV individuals to perceive their surroundings through voice-based conversation and provides low-latency, accurate, and human-friendly responses through a novel mechanism that seamlessly fuses Edge and Cloud respon...

J. Bradshaw, Mohsen Riahi Alam, Bhanuja Ainary et al. · 1 citation

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