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IEICE Trans

Wenhua SHI

Deep Neural Network Based Monaural Speech Enhancement with Low-Rank Analysis and Speech Present Probability
Wenhua SHI Xiongwei ZHANG Xia ZOU Meng SUN Wei HAN Li LI Gang MIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2018/03/01
Vol. E101-A  No. 3  pp. 585-589
Type of Manuscript:  LETTER
Category: Noise and Vibration
Keyword: 
speech enhancement, deep neural networks, sparse and low-rank decomposition, supervised learning, 
 Summary | Full Text:PDF
An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks
Wei HAN Xiongwei ZHANG Meng SUN Li LI Wenhua SHI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/02/01
Vol. E100-A  No. 2  pp. 718-721
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
monaural speech separation, deep recurrent neural networks, perceptual weighting matrix, supervised training, 
 Summary | Full Text:PDF