22 citations · 33 across the 3 of their papers we have counts for
3 papers
cs.SD2019★ 9 cited
Hierarchical Pooling Structure for Weakly Labeled Sound Event Detection
Ke-Xin He, Yu-Han Shen, Wei-Qiang Zhang
Sound event detection with weakly labeled data is considered as a problem of multi-instance learning. And the choice of pooling function is the key to solving this problem. In this…
cs.SD2018★ 2 cited
SAM-GCNN: A Gated Convolutional Neural Network with Segment-Level Attention Mechanism for Home Activity Monitoring
Yu-Han Shen, Ke-Xin He, Wei-Qiang Zhang
In this paper, we propose a method for home activity monitoring. We demonstrate our model on dataset of Detection and Classification of Acoustic Scenes and Events (DCASE) 2018 Chal…
cs.SD2018★ 22 cited
Learning How to Listen: A Temporal-Frequential Attention Model for Sound Event Detection
Yu-Han Shen, Ke-Xin He, Wei-Qiang Zhang
In this paper, we propose a temporal-frequential attention model for sound event detection (SED). Our network learns how to listen with two attention models: a temporal attention m…