75 citations · 95 across the 10 of their papers we have counts for
4 papers · 1 filter
Data Augmentation and Squeeze-and-Excitation Network on Multiple Dimension for Sound Event Localization and Detection in Real Scenes
Byeong-Yun Ko, Hyeonuk Nam, Seong-Hu Kim +3
Performance of sound event localization and detection (SELD) in real scenes is limited by small size of SELD dataset, due to difficulty in obtaining sufficient amount of realistic…
Frequency Dependent Sound Event Detection for DCASE 2022 Challenge Task 4
Hyeonuk Nam, Seong-Hu Kim, Deokki Min +3
While many deep learning methods on other domains have been applied to sound event detection (SED), differences between original domains of the methods and SED have not been approp…
HRTF measurement for accurate sound localization cues
Gyeong-Tae Lee, Sang-Min Choi, Byeong-Yun Ko +1
A new database of head-related transfer functions (HRTFs) for accurate sound source localization is presented through precise measurement and post-processing in terms of improved f…
Frequency Dynamic Convolution: Frequency-Adaptive Pattern Recognition for Sound Event Detection
Hyeonuk Nam, Seong-Hu Kim, Byeong-Yun Ko +1
2D convolution is widely used in sound event detection (SED) to recognize two dimensional time-frequency patterns of sound events. However, 2D convolution enforces translation equi…