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Stefano Damiano

2 accepted papers

2025

A Zero-Shot Physics-Informed Dictionary Learning Approach for Sound Field Reconstruction

ICASSP 2025accepted

Sound field reconstruction aims to estimate pressure fields in areas lacking direct measurements. Existing techniques often rely on strong assumptions or face challenges related to data availability or the explicit modeling of physical properties. To bridge these gaps, this study introduces a zero-s…

Cited by 0SourceScholar
2024

Can Synthetic Data Boost the Training of Deep Acoustic Vehicle Counting Networks?

ICASSP 2024accepted

In the design of traffic monitoring solutions for optimizing the urban mobility infrastructure, acoustic vehicle counting models have received attention due to their cost effectiveness and energy efficiency. Although deep learning has proven effective for visual traffic monitoring, its use has not b…

Cited by 13SourceScholar