3 papers
eess.AS2026
Segmental Posterior Decoding for Audio Moment Retrieval
Seungdeok Choi, Seongmin Choi, Inhan Choi +3
Audio moment retrieval (AMR) identifies temporal segments in long recordings that best match a free-form text query. Existing systems largely rely on fixed-slot DETR decoders that…
eess.AS2024
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…
cs.LG2023
Task-Equivariant Graph Few-shot Learning
Sungwon Kim, Junseok Lee, Namkyeong Lee +3
Although Graph Neural Networks (GNNs) have been successful in node classification tasks, their performance heavily relies on the availability of a sufficient number of labeled node…