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IEICE Trans

Xia ZOU

On the Complementary Role of DNN Multi-Level Enhancement for Noisy Robust Speaker Recognition in an I-Vector Framework
Xingyu ZHANG Xia ZOU Meng SUN Penglong WU Yimin WANG Jun HE 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2020/01/01
Vol. E103-A  No. 1  pp. 356-360
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
multi-level enhancement, i-vector, robust speaker recognition, deep learning, weighted Gaussian mixture models, 
 Summary | Full Text:PDF
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
Semi-Supervised Speech Enhancement Combining Nonnegative Matrix Factorization and Robust Principal Component Analysis
Yonggang HU Xiongwei ZHANG Xia ZOU Meng SUN Yunfei ZHENG Gang MIN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2017/08/01
Vol. E100-A  No. 8  pp. 1714-1719
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
non-negative matrix factorization, robust principal component analysis, improved semi-supervised NMF, 
 Summary | Full Text:PDF
Automatic Model Order Selection for Convolutive Non-Negative Matrix Factorization
Yinan LI Xiongwei ZHANG Meng SUN Chong JIA Xia ZOU 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/10/01
Vol. E99-A  No. 10  pp. 1867-1870
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
convolutive non-negative matrix factorization, model order selection, Bayesian model, maximum a posteriori, 
 Summary | Full Text:PDF
Improved Semi-Supervised NMF Based Real-Time Capable Speech Enhancement
Yonggang HU Xiongwei ZHANG Xia ZOU Meng SUN Gang MIN Yinan LI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/01/01
Vol. E99-A  No. 1  pp. 402-406
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
non-negative matrix factorization, incremental NMF, real-time capable, on-line training, 
 Summary | Full Text:PDF | (Errata[Uploaded on November 1,2016])
Speech Enhancement Combining NMF Weighted by Speech Presence Probability and Statistical Model
Yonggang HU Xiongwei ZHANG Xia ZOU Gang MIN Meng SUN Yunfei ZHENG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/12/01
Vol. E98-A  No. 12  pp. 2701-2704
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
non-negative matrix factorization, speech presence probability, statistical model-based filter, 
 Summary | Full Text:PDF | (Errata[Uploaded on November 1,2016])
Speech Reconstruction from MFCC Based on Nonnegative and Sparse Priors
Gang MIN Xiong wei ZHANG Ji bin YANG Xia ZOU Zhi song PAN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/07/01
Vol. E98-A  No. 7  pp. 1540-1543
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
MFCC, weighted l2 norm, nonnegative, NUIRLS, 
 Summary | Full Text:PDF