Meng SUN


Off-Grid Frequency Estimation with Random Measurements
Xushan CHEN Jibin YANG Meng SUN Jianfeng LI 
Publication:   
Publication Date: 2017/11/01
Vol. E100-A  No. 11  pp. 2493-2497
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
compressive sensingfrequency estimationrandom measurementatomic normsemidefinite programming
 Summary | Full Text:PDF(391.1KB)

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:   
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 factorizationrobust principal component analysisimproved semi-supervised NMF
 Summary | Full Text:PDF(522KB)

Joint Optimization of Perceptual Gain Function and Deep Neural Networks for Single-Channel Speech Enhancement
Wei HAN Xiongwei ZHANG Gang MIN Xingyu ZHOU Meng SUN 
Publication:   
Publication Date: 2017/02/01
Vol. E100-A  No. 2  pp. 714-717
Type of Manuscript:  LETTER
Category: Noise and Vibration
Keyword: 
speech enhancementdeep neural networksperceptual gain functionjoint optimization
 Summary | Full Text:PDF(632.4KB)

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

A Video Salient Region Detection Framework Using Spatiotemporal Consistency Optimization
Yunfei ZHENG Xiongwei ZHANG Lei BAO Tieyong CAO Yonggang HU Meng SUN 
Publication:   
Publication Date: 2017/02/01
Vol. E100-A  No. 2  pp. 688-701
Type of Manuscript:  PAPER
Category: Image
Keyword: 
spatiotemporal consistency optimizationspatial saliencytemporal saliencyvideo salient region detection
 Summary | Full Text:PDF(5.5MB)

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 factorizationmodel order selectionBayesian modelmaximum a posteriori
 Summary | Full Text:PDF(165.5KB)

Online Convolutive Non-Negative Bases Learning for Speech Enhancement
Yinan LI Xiongwei ZHANG Meng SUN Yonggang HU Li LI 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/08/01
Vol. E99-A  No. 8  pp. 1609-1613
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
convolutive non-negative sparse codingonline learningspeech enhancement
 Summary | Full Text:PDF(165.4KB)

A Perceptually Motivated Approach for Speech Enhancement Based on Deep Neural Network
Wei HAN Xiongwei ZHANG Gang MIN Meng SUN 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2016/04/01
Vol. E99-A  No. 4  pp. 835-838
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
perceptually motivateddeep neural networkspeech enhancementmasking residual noise
 Summary | Full Text:PDF(508.3KB)

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 factorizationincremental NMFreal-time capableon-line training
 Summary | Full Text:PDF(279KB) | (Errata[Uploaded on November 1,2016])

Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery
Meng SUN Hugo VAN HAMME Yimin WANG Xiongwei ZHANG 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2016/01/01
Vol. E99-D  No. 1  pp. 296-299
Type of Manuscript:  LETTER
Category: Speech and Hearing
Keyword: 
spoken unit discoveryunsupervised HMM learningnonnegative matrix factorizationlanguage acquisition
 Summary | Full Text:PDF(199.5KB)

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 factorizationspeech presence probabilitystatistical model-based filter
 Summary | Full Text:PDF(436.2KB) | (Errata[Uploaded on November 1,2016])

Cramer-Rao Bounds for Compressive Frequency Estimation
Xushan CHEN Xiongwei ZHANG Jibin YANG Meng SUN Weiwei YANG 
Publication:   IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences
Publication Date: 2015/03/01
Vol. E98-A  No. 3  pp. 874-877
Type of Manuscript:  LETTER
Category: Digital Signal Processing
Keyword: 
Cramer-Rao boundcompressive sensingparameter estimationadditive colored Gaussian noise
 Summary | Full Text:PDF(149.1KB)