Unsupervised vocabulary discovery using non-negative matrix factorization with graph regularization. - Meng Sun 001; Hugo Van hamme (ICASSP, 2011)

Image pattern discovery by using the spatial closeness of visual code words. - Meng Sun 001; Hugo Van hamme (ICIP, 2011)

A two-layer non-negative matrix factorization model for vocabulary discovery. - Meng Sun 001; Hugo Van hamme (MLSLP, 2011)

Tri-factorization learning of sub-word units with application to vocabulary acquisition. - Meng Sun 001; Hugo Van hamme (ICASSP, 2012)

Large Scale Graph Regularized Non-Negative Matrix Factorization With ℓ1 Normalization Based on Kullback-Leibler Divergence. - Meng Sun 001; Hugo Van hamme (IEEE Trans. Signal Process., 2012)

Joint training of non-negative Tucker decomposition and discrete density hidden Markov models. - Meng Sun 001; Hugo Van hamme (Comput. Speech Lang., 2013)

Unsupervised monaural speech enhancement using robust NMF with low-rank and sparse constraints. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Gang Min (ChinaSIP, 2015)

SegBOMP: An efficient algorithm for block non-sparse signal recovery. - Xushan Chen; Xiongwei Zhang; Jibin Yang; Meng Sun 001; Li Zeng (ICME, 2015)

Supervised Multi-scale Locality Sensitive Hashing. - Li Weng; I-Hong Jhuo; Miaojing Shi; Meng Sun 001; Wen-Huang Cheng; Laurent Amsaleg (ICMR, 2015)

Speech enhancement based on robust NMF solved by alternating direction method of multipliers. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Jingfeng Pan (MMSP, 2015)

Cramer-Rao Bounds for Compressive Frequency Estimation. - Xushan Chen; Xiongwei Zhang; Jibin Yang; Meng Sun 001; Weiwei Yang (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015)

Speech Enhancement Combining NMF Weighted by Speech Presence Probability and Statistical Model. - Yonggang Hu; Xiongwei Zhang; Xia Zou; Gang Min; Meng Sun 001; Yunfei Zheng (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015)

A stable approach for model order selection in nonnegative matrix factorization. - Meng Sun 001; Xiongwei Zhang; Hugo Van hamme (Pattern Recognit. Lett., 2015)

Speech Enhancement Under Low SNR Conditions Via Noise Estimation Using Sparse and Low-Rank NMF with Kullback-Leibler Divergence. - Meng Sun 001; Yinan Li; Jort F. Gemmeke; Xiongwei Zhang (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Adaptive extraction of repeating non-negative temporal patterns for single-channel speech enhancement. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Gang Min; Jibin Yang (ICASSP, 2016)

Joint optimization of audible noise suppression and deep neural networks for single-channel speech enhancement. - Wei Han; Xiongwei Zhang; Gang Min; Meng Sun 001; Jibin Yang (ICME, 2016)

Perceptual improvement of deep neural networks for monaural speech enhancement. - Wei Han; Xiongwei Zhang; Meng Sun 001; Wenhua Shi; Xushan Chen; Yonggang Hu (IWAENC, 2016)

Mask estimate through Itakura-Saito nonnegative RPCA for speech enhancement. - Gang Min; Xiongwei Zhang; Xia Zou; Meng Sun 001 (IWAENC, 2016)

Joint Optimization of a Perceptual Modified Wiener Filtering Mask and Deep Neural Networks for Monaural Speech Separation. - Wei Han; Xiongwei Zhang; Jibin Yang; Meng Sun 001; Gang Min (PCM (2), 2016)

Speech Enhancement Using Non-negative Low-Rank Modeling with Temporal Continuity and Sparseness Constraints. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Xushan Chen; Lin Qiao (PCM (2), 2016)

A Perceptually Motivated Approach for Speech Enhancement Based on Deep Neural Network. - Wei Han; Xiongwei Zhang; Gang Min; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Improved Semi-Supervised NMF Based Real-Time Capable Speech Enhancement. - Yonggang Hu; Xiongwei Zhang; Xia Zou; Meng Sun 001; Gang Min; Yinan Li (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Online Convolutive Non-Negative Bases Learning for Speech Enhancement. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Yonggang Hu; Li Li (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Automatic Model Order Selection for Convolutive Non-Negative Matrix Factorization. - Yinan Li; Xiongwei Zhang; Meng Sun 001; Chong Jia; Xia Zou (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016)

Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery. - Meng Sun 001; Hugo Van hamme; Yimin Wang; Xiongwei Zhang (IEICE Trans. Inf. Syst., 2016)

Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement. - Meng Sun 001; Xiongwei Zhang; Hugo Van hamme; Thomas Fang Zheng (IEEE ACM Trans. Audio Speech Lang. Process., 2016)

Off-Grid Frequency Estimation with Random Measurements. - Xushan Chen; Jibin Yang; Meng Sun 001; Jianfeng Li (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Joint Optimization of Perceptual Gain Function and Deep Neural Networks for Single-Channel Speech Enhancement. - Wei Han; Xiongwei Zhang; Gang Min; Xingyu Zhou 002; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks. - Wei Han; Xiongwei Zhang; Meng Sun 001; Li Li; Wenhua Shi (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Semi-Supervised Speech Enhancement Combining Nonnegative Matrix Factorization and Robust Principal Component Analysis. - Yonggang Hu; Xiongwei Zhang; Xia Zou; Meng Sun 001; Yunfei Zheng; Gang Min (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

A Video Salient Region Detection Framework Using Spatiotemporal Consistency Optimization. - Yunfei Zheng; Xiongwei Zhang; Lei Bao; Tieyong Cao; Yonggang Hu; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017)

Experimental study on speech enhancement using DNN with perceptual weighting. - Wenhua Shi; Xiongwei Zhang; Xia Zou; Meng Sun 001 (ICCIP, 2018)

A Spectra-Based Equalization-Generation Combined Framework for Throat Microphone Speech Enhancement. - Changyan Zheng; Jibin Yang; Xiongwei Zhang; Meng Sun 001; Tieyong Cao (IEEE Access, 2018)

Deep Neural Network Based Monaural Speech Enhancement with Low-Rank Analysis and Speech Present Probability. - Wenhua Shi; Xiongwei Zhang; Xia Zou; Meng Sun 001; Wei Han; Li Li; Gang Min (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018)

Multi-task learning of deep neural networks for joint automatic speaker verification and spoofing detection. - Jiakang Li; Meng Sun 001; Xiongwei Zhang (APSIPA, 2019)

Voice Conversion by Dual-Domain Bidirectional Long Short-Term Memory Networks with Temporal Attention. - Xiaokong Miao; Meng Sun 001; Xiongwei Zhang (APSIPA, 2019)

Improving the Spectra Recovering of Bone-Conducted Speech via Structural SIMilarity Loss Function. - Changyan Zheng; Jibin Yang; Xiongwei Zhang; Meng Sun 001; Kun Yao (APSIPA, 2019)

The Influence of Clipping on the Performance of a Low Bit Rate Parametric Speech Coder. - Penglong Wu; Xia Zou; Meng Sun 001; Jun He; Xingyu Zhang (CISP-BMEI, 2019)

Robust Hierarchical Learning for Non-Negative Matrix Factorization With Outliers. - Yinan Li; Meng Sun 001; Hugo Van hamme; Xiongwei Zhang; Jibin Yang (IEEE Access, 2019)

A BLSTM and WaveNet-Based Voice Conversion Method With Waveform Collapse Suppression by Post-Processing. - Xiaokong Miao; Xiongwei Zhang; Meng Sun 001; Changyan Zheng; Tieyong Cao (IEEE Access, 2019)

Statistics-Enhanced Direct Batch Growth Self-Organizing Mapping for Efficient DoS Attack Detection. - Xiaofei Qu; Lin Yang; Kai Guo; Linru Ma; Tao Feng; Shuangyin Ren; Meng Sun 001 (IEEE Access, 2019)

Noise Robust Speaker Recognition Based on Adaptive Frame Weighting in GMM for i-Vector Extraction. - Xingyu Zhang; Xia Zou; Meng Sun 001; Thomas Fang Zheng; Chong Jia; Yimin Wang (IEEE Access, 2019)

Parallel Feature Network For Saliency Detection. - Zheng Fang 012; Tieyong Cao; Jibin Yang; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

Multi-Feature Fusion Network for Salient Region Detection. - Zheng Fang 012; Tieyong Cao; Jibin Yang; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

Spectra Restoration of Bone-Conducted Speech via Attention-Based Contextual Information and Spectro-Temporal Structure Constraint. - Changyan Zheng; Tieyong Cao; Jibin Yang; Xiongwei Zhang; Meng Sun 001 (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019)

Detection of People With Camouflage Pattern Via Dense Deconvolution Network. - Yunfei Zheng; Xiongwei Zhang; Feng Wang 032; Tieyong Cao; Meng Sun 001; Xiaobing Wang (IEEE Signal Process. Lett., 2019)

Joint Decision of Anti-Spoofing and Automatic Speaker Verification by Multi-Task Learning With Contrastive Loss. - Jiakang Li; Meng Sun 001; Xiongwei Zhang; Yimin Wang (IEEE Access, 2020)

Direct Batch Growth Hierarchical Self-Organizing Mapping Based on Statistics for Efficient Network Intrusion Detection. - Xiaofei Qu; Lin Yang; Kai Guo; Meng Sun 001; Linru Ma; Tao Feng; Shuangyin Ren; Kechao Li; Xin Ma (IEEE Access, 2020)

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 001; Penglong Wu; Yimin Wang; Jun He (IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020)

Entropy-Defined Direct Batch Growing Hierarchical Self-Organizing Mapping for Efficient Network Anomaly Detection. - Xiaofei Qu; Lin Yang; Kai Guo; Zhisong Pan; Tao Feng; Shuangyin Ren; Meng Sun 001 (IEEE Access, 2021)

A Survey on the Development of Self-Organizing Maps for Unsupervised Intrusion Detection. - Xiaofei Qu; Lin Yang; Kai Guo; Linru Ma; Meng Sun 001; Mingxing Ke; Mu Li (Mob. Networks Appl., 2021)

When Automatic Voice Disguise Meets Automatic Speaker Verification. - Linlin Zheng; Jiakang Li; Meng Sun 001; Xiongwei Zhang; Thomas Fang Zheng (IEEE Trans. Inf. Forensics Secur., 2021)

A Novel Method to Evaluate the Privacy Protection in Speaker Anonymization. - Wei Liu 005; Jiakang Li; Chunyu Wei; Meng Sun 001; Xiongwei Zhang; Yongqiang Li (ICAIS (2), 2022)

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing. - Wei Liu 005; Meng Sun 001; Xiongwei Zhang; Hugo Van hamme; Thomas Fang Zheng (Odyssey, 2022)

Perception-guided generative adversarial network for end-to-end speech enhancement. - Yihao Li; Meng Sun 001; Xiongwei Zhang (Appl. Soft Comput., 2022)

A New Adjacency Matrix Configuration in GCN-based Models for Skeleton-based Action Recognition. - Zheng Fang 012; Xiongwei Zhang; Tieyong Cao; Yunfei Zheng; Meng Sun 001 (CoRR, 2022)

Fun2Vec: a Contrastive Learning Framework of Function-level Representation for Binary. - Ruijin Sun; Shize Guo; Jinhong Guo; Meng Sun 001; Zhisong Pan (CoRR, 2022)

Waveform level adversarial example generation for joint attacks against both automatic speaker verification and spoofing countermeasures. - Xingyu Zhang; Xiongwei Zhang; Wei Liu 005; Xia Zou; Meng Sun 001; Jian Zhao 006 (Eng. Appl. Artif. Intell., 2022)

Spatial-temporal slowfast graph convolutional network for skeleton-based action recognition. - Zheng Fang 012; Xiongwei Zhang; Tieyong Cao; Yunfei Zheng; Meng Sun 001 (IET Comput. Vis., 2022)

A unified speech enhancement approach to mitigate both background noises and adversarial perturbations. - Yihao Li; Xiongwei Zhang; Meng Sun 001 (Inf. Fusion, 2023)

Self-distillation object segmentation via pyramid knowledge representation and transfer. - Yunfei Zheng; Meng Sun 001; Xiaobing Wang; Tieyong Cao; Xiongwei Zhang; Lixing Xing; Zheng Fang 012 (Multim. Syst., 2023)

Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization. - Yinan Li; Ruili Wang; Yuqiang Fang; Meng Sun 001; Zhangkai Luo (IEEE Trans. Cybern., 2023)

Multi-Speaker Localization in the Circular Harmonic Domain on Small Aperture Microphone Arrays Using Deep Convolutional Networks. - Kunkun SongGong; Pufen Zhang; Xiongwei Zhang; Meng Sun 001; Wenwu Wang 001 (ICASSP, 2024)

Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement. - Yihao Li; Meng Sun 001; Xiongwei Zhang; Hugo Van hamme (Comput. Speech Lang., 2024)

Noise-robust voice conversion using adversarial training with multi-feature decoupling. - Lele Chen; Xiongwei Zhang; Yihao Li; Meng Sun 001 (Eng. Appl. Artif. Intell., 2024)

Target speaker filtration by mask estimation for source speaker traceability in voice conversion. - Junfei Zhang; Xiongwei Zhang; Meng Sun 001; Xia Zou; Chong Jia; Yihao Li (Eng. Appl. Artif. Intell., 2024)

An attack-agnostic defense method against adversarial attacks on speaker verification by fusing downsampling and upsampling of speech signals. - Yihao Li; Xiongwei Zhang; Meng Sun 001; Weiwei Chen; Yinan Li (Inf. Sci., 2024)

Bayesian Nonparametric Clustering for Source Counting with a Small Aperture Microphone Array. - Kunkun SongGong; Pufen Zhang; Xiongwei Zhang; Wenwu Wang 001; Meng Sun 001; Chong Jia; Yihao Li (ICASSP, 2025)

A transformer-based deep learning approach for recognition of forgery methods in spoofing speech attribution. - Qiang Zhang 054; Xiongwei Zhang; Meng Sun 001; Jibin Yang (Appl. Soft Comput., 2025)

Invertible generative speech hiding with normalizing flow for secure IoT voice. - Xiaoyi Ge; Xiongwei Zhang; Meng Sun 001; Kunkun SongGong; Xia Zou (Internet Things, 2025)

Cross-domain redundancy exploration by a deep encoder-decoder network for speech steganography. - Xiaoyi Ge; Xiongwei Zhang; Meng Sun 001; Yimin Wang; Li Li; Kunkun SongGong (J. Inf. Secur. Appl., 2025)

Introducing Euclidean distance optimization into Softmax loss under neural collapse. - Qiang Zhang 054; Xiongwei Zhang; Jibin Yang; Meng Sun 001; Tieyong Cao (Pattern Recognit., 2025)

A Soft-Contrastive Pseudo Learning Approach Toward Open-World Forged Speech Attribution. - Qiang Zhang 054; Xiongwei Zhang; Meng Sun 001; Jibin Yang (IEEE Trans. Inf. Forensics Secur., 2025)