AI RESEARCH
Towards Open World Sound Event Detection
arXiv CS.AI
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ArXi:2605.03934v1 Announce Type: cross Sound Event Detection (SED) plays a vital role in audio understanding, with applications in surveillance, smart cities, healthcare, and multimedia indexing. However, conventional SED systems operate under a closed-world assumption, limiting their effectiveness in real-world environments where novel acoustic events frequently emerge. Inspired by the success of open-world learning in computer vision, we