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Improving speech enhancement by focusing on smaller values using relative loss 期刊论文
IET SIGNAL PROCESSING, 2020, 卷号: 14, 期号: 6, 页码: 374-384
作者:  Li, Hongfeng;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile
收藏  |  浏览/下载：155/0  |  提交时间：2020/09/07
speech enhancement  speech intelligibility  performance evaluation  learning (artificial intelligence)  neural nets  absolute differences  speech quality  relative loss  single-channel speech enhancement  noisy speech  ideal ratio mask  phase-sensitive mask  mean square error  loss function  absolute error values  magnitude spectra  deep learning  clean speech recovery  short-time objective intelligibility  signal-to-distortion ratio  segmental signal-to-noise ratio  performance evaluation  
Trainable back-propagated functional transfer matrices 期刊论文
APPLIED INTELLIGENCE, 2019, 卷号: 49, 期号: 2, 页码: 376-395
作者:  Cai, Cheng-Hao;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile;  Sun, Jing
收藏  |  浏览/下载：230/0  |  提交时间：2019/07/12
Functional transfer neural networks  Functional connections  Back-propagation  
Learning of human-like algebraic reasoning using deep feedforward neural networks 期刊论文
BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, 2018, 卷号: 25, 页码: 43-50
作者:  Cai, Cheng-Hao;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile
收藏  |  浏览/下载：155/0  |  提交时间：2019/12/16
Reasoning-based learning  Deep learning  Algebraic reasoning  Neural network reasoning  
Sparse Representation Based Image Super-resolution Using Large Patches 期刊论文
CHINESE JOURNAL OF ELECTRONICS, 2018, 卷号: 27, 期号: 4, 页码: 813-820
作者:  Liu Ning;  Zhou Pan;  Liu Wenju;  Ke Dengfeng
收藏  |  浏览/下载：172/0  |  提交时间：2019/12/16
Super resolution  Sparse representations  Binary encoding  
SCESS: a WFSA-based automated simplified chinese essay scoring system with incremental latent semantic analysis 期刊论文
NATURAL LANGUAGE ENGINEERING, 2016, 卷号: 22, 期号: 2, 页码: 291-319
作者:  Hao, Shudong;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile;  Peng, Hengli
收藏  |  浏览/下载：88/0  |  提交时间：2020/10/27
Automatic Essay Scoring  Latent Semantic Analysis  
Deep Neural Networks with Multistate Activation Functions 期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2015, 期号: 90, 页码: 1-10
作者:  Cai, Chenghao;  Xu, Yanyan;  Ke, Dengfeng;  Su, Kaile
收藏  |  浏览/下载：26/0  |  提交时间：2020/10/27
Deep Learning  Speech Recognition