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Auditory Receptive Field Net Based Automatic Snore Detection for Wearable Devices 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 5, 页码: 2255-2263
Authors:  Hu, Xiyuan;  Sun, Jingpeng;  Dong, Jinping;  Zhang, Xuyun
Favorite  |  View/Download:168/0  |  Submit date:2023/11/17
Feature extraction  Sleep apnea  Hidden Markov models  Mel frequency cepstral coefficient  Convolution  Computational modeling  Brain modeling  Artificial intelligence (AI)  convolutional neural networks (CNNs)  auditory receptive field (ARF) module  snore detection  
Automatic classification of excitation location of snoring sounds 期刊论文
Journal of Clinical Sleep Medicine, 2021, 卷号: 17, 期号: 5, 页码: 1031-1038
Authors:  Sun JP(孙井鹏)
Adobe PDF(1212Kb)  |  Favorite  |  View/Download:382/55  |  Submit date:2021/06/23
machine learning  multiscale entropy  snore classification  obstructive sleep apnea hypopnea syndrome  
基于鼾声的睡眠呼吸事件监测关键问题研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2021
Authors:  孙井鹏
Adobe PDF(10164Kb)  |  Favorite  |  View/Download:458/4  |  Submit date:2021/06/04
睡眠呼吸事件监测  鼾声检测  鼾声分类  睡眠呼吸暂停  深度神经网络  信号分解  生理信号分析  
Amplitude spectrum trend-based feature for excitation location classification from snore sounds 期刊论文
PHYSIOLOGICAL MEASUREMENT, 2020, 卷号: 41, 期号: 8, 页码: 13
Authors:  Sun, Jingpeng;  Hu, Xiyuan;  Chen, Chen;  Peng, Silong;  Ma, Yan
Adobe PDF(1259Kb)  |  Favorite  |  View/Download:367/68  |  Submit date:2021/01/07
amplitude trend  signal decomposition  null space pursuit  snore classification  OSA  
Apnea and Hypopnea Events Classification Using Amplitude Spectrum Trend Feature of Snores 会议论文
, Hawaii, USA, July 17 - July 21
Authors:  Jingpeng, Sun;  Xiyuan, Hu;  Yingying, Zhao;  Shuchen, Sun;  Chen, Chen;  Silong, Peng
Adobe PDF(723Kb)  |  Favorite  |  View/Download:259/52  |  Submit date:2019/11/11
SnoreNet: Detecting Snore Events from Raw Sound Recordings 会议论文
, Berlin, Germany, July 23 - July 27
Authors:  Jingpeng, Sun;  Xiyuan, Hu;  Yingying, Zhao;  Shuchen, Sun;  Chen, Chen;  Silong, Peng
Adobe PDF(3181Kb)  |  Favorite  |  View/Download:291/37  |  Submit date:2019/11/11