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cs.SD2025
Noise-Robust Sound Event Detection and Counting via Language-Queried Sound Separation
Yuanjian Chen, Yang Xiao, Han Yin +2
Most sound event detection (SED) systems perform well on clean datasets but degrade significantly in noisy environments. Language-queried audio source separation (LASS) models show…
cs.SD2024
Contrastive Loss Based Frame-wise Feature disentanglement for Polyphonic Sound Event Detection
Yadong Guan, Jiqing Han, Hongwei Song +4
Overlapping sound events are ubiquitous in real-world environments, but existing end-to-end sound event detection (SED) methods still struggle to detect them effectively. A critica…