Research
What we learn in the field, published
Knowledge is worth more shared than kept. What we learn building sensing and AI in the field, we publish.
Studies
Papers, field studies and reports
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Integrated Acoustic Monitoring & Prediction System: Lightweight Edge-Deployable Environmental Sound Classification
This work presents an edge-based acoustic monitoring system for real-time thunder and fire detection in mountain environments. Using 4,041 clips across six sound classes, it evaluates multiple feature extraction methods and three lightweight models. A BC-ResNet with 5-second tiled mel…
Collaborators
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We collaborate with academic, industry, government and community partners, and we share data where we can. Tell us what you are studying.