ASPED: An Audio Dataset for Detecting Pedestrians

ASPED: An Audio Dataset for Detecting Pedestrians

We introduce the new audio analysis task of pedestrian detection and present a new large-scale dataset for this task. While the preliminary results prove the viability of using audio approaches for pedestrian detection, they also show that this challenging task cannot be easily solved with standard...

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Hauptverfasser: Seshadri, Pavan, Han, Chaeyeon, Koo, Bon-Woo, Posner, Noah, Guhathakurta, Subhrajit, Lerch, Alexander
Format: Artikel
Sprache:eng
Schlagworte:
Computer Science - Sound
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Beschreibung
Zusammenfassung:We introduce the new audio analysis task of pedestrian detection and present a new large-scale dataset for this task. While the preliminary results prove the viability of using audio approaches for pedestrian detection, they also show that this challenging task cannot be easily solved with standard approaches.
DOI:10.48550/arxiv.2309.06531