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Infant Sound Classification on Multi-stage CNNs with Hybrid Features and Prior Knowledge
会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Honolulu, 18-20 September 2020
作者:
Ji, Chunyan
;
Basodi, Sunitha
;
Xiao, Xueli
;
Pan, Yi
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/07/07
Hybrid features
Multi-stage CNNs
Prior knowledge
Deep learning for asphyxiated infant cry classification based on acoustic features and weighted prosodic features
会议论文
Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, JUL 14-17, 2019
作者:
Ji, Chunyan
;
Xiao, Xueli
;
Basodi, Sunitha
;
Pan, Yi
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2025/07/07
Asphyxia
Deep Learning
Weighted Prosodic Features
Fast deep learning training through intelligently freezing layers
会议论文
Proceedings - 2019 IEEE International Congress on Cybermatics: 12th IEEE International Conference on Internet of Things, 15th IEEE International Conference on Green Computing and Communications, 12th IEEE International Conference on Cyber, Physical and Social Computing and 5th IEEE International Conference on Smart Data, iThings/GreenCom/CPSCom/SmartData 2019, Atlanta, GA, JUL 14-17, 2019
作者:
Xiao, Xueli
;
Mudiyanselage,Thosini Bamunu
;
Ji, Chunyan
;
Hu, Jie
;
Pan, Yi
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2025/07/07
Deep learning
Gradient descent
Intelligent freezing
Neural networks