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 Date: 2018/03/01
Vol. E101-A  No. 3  pp. 585-589
Type of Manuscript:  LETTER
Category: Noise and Vibration
speech enhancementdeep neural networkssparse and low-rank decompositionsupervised learning
 Summary | Full Text:PDF(632.7KB)

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 Date: 2017/02/01
Vol. E100-A  No. 2  pp. 718-721
Type of Manuscript:  LETTER
Category: Speech and Hearing
monaural speech separationdeep recurrent neural networksperceptual weighting matrixsupervised training
 Summary | Full Text:PDF(448KB)