Meng Sun

Orcid: 0000-0002-7435-3752

Affiliations:
  • PLA University of Science and Technology, Lab of Intelligent Information Processing, Nanjing, China
  • Katholieke Universiteit Leuven, Department of Electrical Engineering, Belgium (PhD 2012)


According to our database1, Meng Sun authored at least 66 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
An attack-agnostic defense method against adversarial attacks on speaker verification by fusing downsampling and upsampling of speech signals.
Inf. Sci., 2024

Noise-robust voice conversion using adversarial training with multi-feature decoupling.
Eng. Appl. Artif. Intell., 2024

Scale-aware dual-branch complex convolutional recurrent network for monaural speech enhancement.
Comput. Speech Lang., 2024

Multi-Speaker Localization in the Circular Harmonic Domain on Small Aperture Microphone Arrays Using Deep Convolutional Networks.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization.
IEEE Trans. Cybern., December, 2023

Self-distillation object segmentation via pyramid knowledge representation and transfer.
Multim. Syst., October, 2023

A unified speech enhancement approach to mitigate both background noises and adversarial perturbations.
Inf. Fusion, July, 2023

2022
Spatial-temporal slowfast graph convolutional network for skeleton-based action recognition.
IET Comput. Vis., 2022

Waveform level adversarial example generation for joint attacks against both automatic speaker verification and spoofing countermeasures.
Eng. Appl. Artif. Intell., 2022

Fun2Vec: a Contrastive Learning Framework of Function-level Representation for Binary.
CoRR, 2022

A New Adjacency Matrix Configuration in GCN-based Models for Skeleton-based Action Recognition.
CoRR, 2022

Perception-guided generative adversarial network for end-to-end speech enhancement.
Appl. Soft Comput., 2022

A Multi-Resolution Front-End for End-to-End Speech Anti-Spoofing.
Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

A Novel Method to Evaluate the Privacy Protection in Speaker Anonymization.
Proceedings of the Artificial Intelligence and Security - 8th International Conference, 2022

2021
When Automatic Voice Disguise Meets Automatic Speaker Verification.
IEEE Trans. Inf. Forensics Secur., 2021

A Survey on the Development of Self-Organizing Maps for Unsupervised Intrusion Detection.
Mob. Networks Appl., 2021

Entropy-Defined Direct Batch Growing Hierarchical Self-Organizing Mapping for Efficient Network Anomaly Detection.
IEEE Access, 2021

2020
On the Complementary Role of DNN Multi-Level Enhancement for Noisy Robust Speaker Recognition in an I-Vector Framework.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2020

Direct Batch Growth Hierarchical Self-Organizing Mapping Based on Statistics for Efficient Network Intrusion Detection.
IEEE Access, 2020

Joint Decision of Anti-Spoofing and Automatic Speaker Verification by Multi-Task Learning With Contrastive Loss.
IEEE Access, 2020

2019
Detection of People With Camouflage Pattern Via Dense Deconvolution Network.
IEEE Signal Process. Lett., 2019

Spectra Restoration of Bone-Conducted Speech via Attention-Based Contextual Information and Spectro-Temporal Structure Constraint.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Multi-Feature Fusion Network for Salient Region Detection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Parallel Feature Network For Saliency Detection.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2019

Noise Robust Speaker Recognition Based on Adaptive Frame Weighting in GMM for i-Vector Extraction.
IEEE Access, 2019

Statistics-Enhanced Direct Batch Growth Self-Organizing Mapping for Efficient DoS Attack Detection.
IEEE Access, 2019

A BLSTM and WaveNet-Based Voice Conversion Method With Waveform Collapse Suppression by Post-Processing.
IEEE Access, 2019

Robust Hierarchical Learning for Non-Negative Matrix Factorization With Outliers.
IEEE Access, 2019

The Influence of Clipping on the Performance of a Low Bit Rate Parametric Speech Coder.
Proceedings of the 12th International Congress on Image and Signal Processing, 2019

Improving the Spectra Recovering of Bone-Conducted Speech via Structural SIMilarity Loss Function.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Voice Conversion by Dual-Domain Bidirectional Long Short-Term Memory Networks with Temporal Attention.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

Multi-task learning of deep neural networks for joint automatic speaker verification and spoofing detection.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018
Deep Neural Network Based Monaural Speech Enhancement with Low-Rank Analysis and Speech Present Probability.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2018

A Spectra-Based Equalization-Generation Combined Framework for Throat Microphone Speech Enhancement.
IEEE Access, 2018

Experimental study on speech enhancement using DNN with perceptual weighting.
Proceedings of the 4th International Conference on Communication and Information Processing, 2018

2017
A Video Salient Region Detection Framework Using Spatiotemporal Consistency Optimization.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Semi-Supervised Speech Enhancement Combining Nonnegative Matrix Factorization and Robust Principal Component Analysis.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

An Improved Supervised Speech Separation Method Based on Perceptual Weighted Deep Recurrent Neural Networks.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Joint Optimization of Perceptual Gain Function and Deep Neural Networks for Single-Channel Speech Enhancement.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

Off-Grid Frequency Estimation with Random Measurements.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2017

2016
Unseen Noise Estimation Using Separable Deep Auto Encoder for Speech Enhancement.
IEEE ACM Trans. Audio Speech Lang. Process., 2016

Unsupervised Learning of Continuous Density HMM for Variable-Length Spoken Unit Discovery.
IEICE Trans. Inf. Syst., 2016

Automatic Model Order Selection for Convolutive Non-Negative Matrix Factorization.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

Online Convolutive Non-Negative Bases Learning for Speech Enhancement.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

Improved Semi-Supervised NMF Based Real-Time Capable Speech Enhancement.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

A Perceptually Motivated Approach for Speech Enhancement Based on Deep Neural Network.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2016

Speech Enhancement Using Non-negative Low-Rank Modeling with Temporal Continuity and Sparseness Constraints.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Joint Optimization of a Perceptual Modified Wiener Filtering Mask and Deep Neural Networks for Monaural Speech Separation.
Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Mask estimate through Itakura-Saito nonnegative RPCA for speech enhancement.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Perceptual improvement of deep neural networks for monaural speech enhancement.
Proceedings of the IEEE International Workshop on Acoustic Signal Enhancement, 2016

Joint optimization of audible noise suppression and deep neural networks for single-channel speech enhancement.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Adaptive extraction of repeating non-negative temporal patterns for single-channel speech enhancement.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Speech Enhancement Under Low SNR Conditions Via Noise Estimation Using Sparse and Low-Rank NMF with Kullback-Leibler Divergence.
IEEE ACM Trans. Audio Speech Lang. Process., 2015

A stable approach for model order selection in nonnegative matrix factorization.
Pattern Recognit. Lett., 2015

Speech Enhancement Combining NMF Weighted by Speech Presence Probability and Statistical Model.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

Cramer-Rao Bounds for Compressive Frequency Estimation.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2015

Speech enhancement based on robust NMF solved by alternating direction method of multipliers.
Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Supervised Multi-scale Locality Sensitive Hashing.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

SegBOMP: An efficient algorithm for block non-sparse signal recovery.
Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Unsupervised monaural speech enhancement using robust NMF with low-rank and sparse constraints.
Proceedings of the IEEE China Summit and International Conference on Signal and Information Processing, 2015

2013
Joint training of non-negative Tucker decomposition and discrete density hidden Markov models.
Comput. Speech Lang., 2013

2012
Large Scale Graph Regularized Non-Negative Matrix Factorization With ℓ<sub>1</sub> Normalization Based on Kullback-Leibler Divergence.
IEEE Trans. Signal Process., 2012

Tri-factorization learning of sub-word units with application to vocabulary acquisition.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
A two-layer non-negative matrix factorization model for vocabulary discovery.
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011

Image pattern discovery by using the spatial closeness of visual code words.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Unsupervised vocabulary discovery using non-negative matrix factorization with graph regularization.
Proceedings of the IEEE International Conference on Acoustics, 2011


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