22 citations · 34 across the 4 of their papers we have counts for
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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…