38 citations · 69 across the 20 of their papers we have counts for
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eess.AS2024
Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection
Hyeonuk Nam, Seong-Hu Kim, Deokki Min +2
Frequency dynamic convolution (FDY conv) has shown the state-of-the-art performance in sound event detection (SED) using frequency-adaptive kernels obtained by frequency-varying co…
eess.AS2024★ 1 cited
Self Training and Ensembling Frequency Dependent Networks with Coarse Prediction Pooling and Sound Event Bounding Boxes
Hyeonuk Nam, Deokki Min, Seungdeok Choi +2
To tackle sound event detection (SED), we propose frequency dependent networks (FreDNets), which heavily leverage frequency-dependent methods. We apply frequency warping and Filter…
eess.AS2024
Pushing the Limit of Sound Event Detection with Multi-Dilated Frequency Dynamic Convolution
Hyeonuk Nam, Yong-Hwa Park
Frequency dynamic convolution (FDY conv) has been a milestone in the sound event detection (SED) field, but it involves a substantial increase in model size due to multiple basis k…