Davide Berghi — accepted AI-conference papers

2026

TOS: A TEAM OF SPECIALISTS ENSEMBLE FRAMEWORK FOR STEREO SOUND EVENT LOCALIZATION AND DETECTION WITH DISTANCE ESTIMATION IN VIDEO

ICASSP 2026poster

Sound event localization and detection with distance estimation (3D SELD) in video involves identifying active sound events at each time frame while estimating their spatial coordinates. This multimodal task requires joint reasoning across semantic, spatial, and temporal dimensions, a challenge that…

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2024

Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection

Davide Berghi, Peipei Wu, Jinzheng Zhao, Wenwu Wang, Philip J. B. Jackson

ICASSP 2024accepted

Sound event localization and detection (SELD) combines two subtasks: sound event detection (SED) and direction of arrival (DOA) estimation. SELD is usually tackled as an audio-only problem, but visual information has been recently included. Few audio-visual (AV)-SELD works have been published and mo…

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