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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Peng-Yu Chen

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Open access Sep 2026

VLM4S: A Vision‐Language Model Framework for Geographically and Environmentally Informed Soundscape Assessment

Sound environments shape urban experience, yet conventional noise monitoring relies on isolated sensors lacking semantic context and spatial scalability. In this study, we develop a Vision‐Language Model for Soundscape (VLM4S), an exploratory, sensor‐free framework for inferring acoustic conditions from street‐view ima...

Peng-Yu Chen, Si-Cheng Wang, Fangzheng Lyu et al. · 0 citations

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