Wenwu Wang

According to our database, Wenwu Wang authored at least 340 papers between 2003 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Three-Direction Fusion for Accurate Volumetric Liver and Tumor Segmentation.

Feng Zhan, Wenwu Wang, Qian Chen, Yina Guo, Lidan He, Lili Wang

IEEE J. Biomed. Health Informatics, April, 2024

Labelled Non-Zero Diffusion Particle Flow SMC-PHD Filtering for Multi-Speaker Tracking.

Yang Liu, Yong Xu, Peipei Wu, Wenwu Wang

IEEE Trans. Multim., 2024

Cooperative Scene-Event Modelling for Acoustic Scene Classification.

Yuanbo Hou, Bo Kang, Andrew Mitchell, Wenwu Wang, Jian Kang, Dick Botteldooren

IEEE ACM Trans. Audio Speech Lang. Process., 2024

Learning Temporal Resolution in Spectrogram for Audio Classification.

Haohe Liu, Xubo Liu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Transformer-based autoencoder with ID constraint for unsupervised anomalous sound detection.

Jian Guan, Youde Liu, Qiuqiang Kong, Feiyang Xiao, Qiaoxi Zhu, Jiantong Tian, Wenwu Wang

EURASIP J. Audio Speech Music. Process., December, 2023

UAV-Enabled Mobile Edge Computing for Resource Allocation Using Cooperative Evolutionary Computation.

Shidrokh Goudarzi, Seyed Ahmad Soleymani, Wenwu Wang, Pei Xiao

IEEE Trans. Aerosp. Electron. Syst., October, 2023

A long-range aerial acoustic communication scheme.

Liming Shi, Xinheng Wang, Limin Yu, Wenwu Wang, Zhi Wang, Muddesar Iqbal, Charalampos C. Tsimenidis, Shahid Mumtaz

Phys. Commun., October, 2023

End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network.

Yina Guo, Ting Liu, Xiaofei Zhang, Anhong Wang, Wenwu Wang

Knowl. Based Syst., October, 2023

Discriminative analysis dictionary learning with adaptively ordinal locality preserving.

Jing Dong, Kai Wu, Chang Liu, Xue Mei, Wenwu Wang

Neural Networks, August, 2023

Audio-Visual Event Localization by Learning Spatial and Semantic Co-Attention.

Cheng Xue, Xionghu Zhong, Minjie Cai, Hao Chen, Wenwu Wang

IEEE Trans. Multim., 2023

ACTUAL: Audio Captioning With Caption Feature Space Regularization.

Yiming Zhang, Hong Yu, Ruoyi Du, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma, Yuan Dong

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Unsupervised Deep Unfolded Representation Learning for Singing Voice Separation.

Weitao Yuan, Shengbei Wang, Jianming Wang, Masashi Unoki, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2023

U-Shaped Transformer With Frequency-Band Aware Attention for Speech Enhancement.

Yi Li, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Graph Attention for Automated Audio Captioning.

Feiyang Xiao, Jian Guan, Qiaoxi Zhu, Wenwu Wang

IEEE Signal Process. Lett., 2023

Audio Event-Relational Graph Representation Learning for Acoustic Scene Classification.

Yuanbo Hou, Siyang Song, Chuang Yu, Wenwu Wang, Dick Botteldooren

IEEE Signal Process. Lett., 2023

Multi-level graph learning for audio event classification and human-perceived annoyance rating prediction.

Yuanbo Hou, Qiaoqiao Ren, Siyang Song, Yuxin Song, Wenwu Wang, Dick Botteldooren

CoRR, 2023

Fusion of Audio and Visual Embeddings for Sound Event Localization and Detection.

Davide Berghi, Peipei Wu, Jinzheng Zhao, Wenwu Wang, Philip J. B. Jackson

CoRR, 2023

Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions.

Jinzheng Zhao, Yong Xu, Xinyuan Qian, Davide Berghi, Peipei Wu, Meng Cui, Jianyuan Sun, Philip J. B. Jackson, Wenwu Wang

CoRR, 2023

First-Shot Unsupervised Anomalous Sound Detection With Unknown Anomalies Estimated by Metadata-Assisted Audio Generation.

Hejing Zhang, Qiaoxi Zhu, Jian Guan, Haohe Liu, Feiyang Xiao, Jiantong Tian, Xinhao Mei, Xubo Liu, Wenwu Wang

CoRR, 2023

CM-PIE: Cross-modal perception for interactive-enhanced audio-visual video parsing.

Yaru Chen, Ruohao Guo, Xubo Liu, Peipei Wu, Guangyao Li, Zhenbo Li, Wenwu Wang

CoRR, 2023

Audio Visual Speaker Localization from EgoCentric Views.

Jinzheng Zhao, Yong Xu, Xinyuan Qian, Wenwu Wang

CoRR, 2023

Synth-AC: Enhancing Audio Captioning with Synthetic Supervision.

Feiyang Xiao, Qiaoxi Zhu, Jian Guan, Xubo Liu, Haohe Liu, Kejia Zhang, Wenwu Wang

CoRR, 2023

Retrieval-Augmented Text-to-Audio Generation.

Yi Yuan, Haohe Liu, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

Hierarchical Metadata Information Constrained Self-Supervised Learning for Anomalous Sound Detection Under Domain Shift.

Haiyan Lan, Qiaoxi Zhu, Jian Guan, Yuming Wei, Wenwu Wang

CoRR, 2023

AudioSR: Versatile Audio Super-resolution at Scale.

Haohe Liu, Ke Chen, Qiao Tian, Wenwu Wang, Mark D. Plumbley

CoRR, 2023

Multimodal Fish Feeding Intensity Assessment in Aquaculture.

Meng Cui, Xubo Liu, Haohe Liu, Zhuangzhuang Du, Tao Chen, Guoping Lian, Daoliang Li, Wenwu Wang

CoRR, 2023

Joint Prediction of Audio Event and Annoyance Rating in an Urban Soundscape by Hierarchical Graph Representation Learning.

Yuanbo Hou, Siyang Song, Cheng Luo, Andrew Mitchell, Qiaoqiao Ren, Weicheng Xie, Jian Kang, Wenwu Wang, Dick Botteldooren

CoRR, 2023

META-SELD: Meta-Learning for Fast Adaptation to the new environment in Sound Event Localization and Detection.

Jinbo Hu, Yin Cao, Ming Wu, Feiran Yang, Ziying Yu, Wenwu Wang, Mark D. Plumbley, Jun Yang

CoRR, 2023

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining.

Haohe Liu, Qiao Tian, Yi Yuan, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Yuping Wang, Wenwu Wang, Yuxuan Wang, Mark D. Plumbley

CoRR, 2023

Separate Anything You Describe.

Xubo Liu, Qiuqiang Kong, Yan Zhao, Haohe Liu, Yi Yuan, Yuzhuo Liu, Rui Xia, Yuxuan Wang, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

WavJourney: Compositional Audio Creation with Large Language Models.

Xubo Liu, Zhongkai Zhu, Haohe Liu, Yi Yuan, Meng Cui, Qiushi Huang, Jinhua Liang, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

Text-Driven Foley Sound Generation With Latent Diffusion Model.

Yi Yuan, Haohe Liu, Xubo Liu, Xiyuan Kang, Peipei Wu, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

Dual Transformer Decoder based Features Fusion Network for Automated Audio Captioning.

Jianyuan Sun, Xubo Liu, Xinhao Mei, Volkan Kiliç, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

Adapting Language-Audio Models as Few-Shot Audio Learners.

Jinhua Liang, Xubo Liu, Haohe Liu, Huy Phan, Emmanouil Benetos, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

Latent Diffusion Model Based Foley Sound Generation System For DCASE Challenge 2023 Task 7.

Yi Yuan, Haohe Liu, Xubo Liu, Xiyuan Kang, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

WavCaps: A ChatGPT-Assisted Weakly-Labelled Audio Captioning Dataset for Audio-Language Multimodal Research.

Xinhao Mei, Chutong Meng, Haohe Liu, Qiuqiang Kong, Tom Ko, Chengqi Zhao, Mark D. Plumbley, Yuexian Zou, Wenwu Wang

CoRR, 2023

Leveraging Pre-trained AudioLDM for Text to Sound Generation: A Benchmark Study.

Yi Yuan, Haohe Liu, Jinhua Liang, Xubo Liu, Mark D. Plumbley, Wenwu Wang

CoRR, 2023

TransAMR: An Interpretable Transformer Model for Accurate Prediction of Antimicrobial Resistance Using Antibiotic Administration Data.

Mukunthan Tharmakulasingam, Wenwu Wang, Michael Kerby, Roberto La Ragione, Anil Fernando

IEEE Access, 2023

Differentiable Bootstrap Particle Filters for Regime-Switching Models.

Wenhan Li, Xiongjie Chen, Wenwu Wang, Víctor Elvira, Yunpeng Li

Proceedings of the IEEE Statistical Signal Processing Workshop, 2023

AudioLDM: Text-to-Audio Generation with Latent Diffusion Models.

Haohe Liu, Zehua Chen, Yi Yuan, Xinhao Mei, Xubo Liu, Danilo P. Mandic, Wenwu Wang, Mark D. Plumbley

Proceedings of the International Conference on Machine Learning, 2023

A Semantics-Aware Normalizing Flow Model for Anomaly Detection.

Wei Ma, Shiyong Lan, Weikang Huang, Wenwu Wang, Hongyu Yang, Yitong Ma, Yongjie Ma

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

DLAHSD: Dynamic Label Adopted In Auxiliary Head for SAR Detection.

Xiaoxiao Yin, Shiyong Lan, Weikang Huang, Yitong Ma, Wenwu Wang, Hongyu Yang, Yilin Zheng

Proceedings of the IEEE International Conference on Image Processing, 2023

An Improved Optimal Transport Kernel Embedding Method with Gating Mechanism for Singing Voice Separation and Speaker Identification.

Weitao Yuan, Yuren Bian, Shengbei Wang, Masashi Unoki, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Simple Pooling Front-Ends for Efficient Audio Classification.

Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Mark D. Plumbley, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Gct: Gated Contextual Transformer for Sequential Audio Tagging.

Yuanbo Hou, Yun Wang, Wenwu Wang, Dick Botteldooren

Proceedings of the IEEE International Conference on Acoustics, 2023

Anomalous Sound Detection Using Audio Representation with Machine ID Based Contrastive Learning Pretraining.

Jian Guan, Feiyang Xiao, Youde Liu, Qiaoxi Zhu, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Time-Weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection.

Jian Guan, Youde Liu, Qiaoxi Zhu, Tieran Zheng, Jiqing Han, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2023

Visual-Haptic-Kinesthetic Object Recognition with Multimodal Transformer.

Xinyuan Zhou, Shiyong Lan, Wenwu Wang, Xinyang Li, Siyuan Zhou, Hongyu Yang

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

Leveraging Pre-Trained AudioLDM for Sound Generation: A Benchmark Study.

Yi Yuan, Haohe Liu, Jinhua Liang, Xubo Liu, Mark D. Plumbley, Wenwu Wang

Proceedings of the 31st European Signal Processing Conference, 2023

Enhancing Audio Retrieval with Attention-based Encoder for Audio Feature Representation.

Feiyang Xiao, Qiaoxi Zhu, Jian Guan, Wenwu Wang

Proceedings of the 31st European Signal Processing Conference, 2023

Knowledge Distillation for Efficient Audio-Visual Video Captioning.

Özkan Çayli, Xubo Liu, Volkan Kiliç, Wenwu Wang

Proceedings of the 31st European Signal Processing Conference, 2023

Learning Retrieval Augmentation for Personalized Dialogue Generation.

Qiushi Huang, Shuai Fu, Xubo Liu, Wenwu Wang, Tom Ko, Yu Zhang, Lilian H. Y. Tang

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Personalized Dialogue Generation with Persona-Adaptive Attention.

Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, H. Lilian Tang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Acoustic Source Localization in the Circular Harmonic Domain Using Deep Learning Architecture.

Kunkun SongGong, Wenwu Wang, Huawei Chen

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Local Information Assisted Attention-Free Decoder for Audio Captioning.

Feiyang Xiao, Jian Guan, Haiyan Lan, Qiaoxi Zhu, Wenwu Wang

IEEE Signal Process. Lett., 2022

Speech emotion recognition using data augmentation method by cycle-generative adversarial networks.

Arash Shilandari, Hossein Marvi, Hossein Khosravi, Wenwu Wang

Signal Image Video Process., 2022

Reconstruction of Subsurface Salinity Structure in the South China Sea Using Satellite Observations: A LightGBM-Based Deep Forest Method.

Lin Dong, Jifeng Qi, Baoshu Yin, Hai Zhi, Delei Li, Shuguo Yang, Wenwu Wang, Hong Cai, Bowen Xie

Remote. Sens., 2022

Support vector machine embedding discriminative dictionary pair learning for pattern classification.

Jing Dong, Liu Yang, Chang Liu, Wei Cheng, Wenwu Wang

Neural Networks, 2022

Multiscale Deep Neural Network With Two-Stage Loss for SAR Target Recognition With Small Training Set.

Jian Guan, Jiabei Liu, Pengming Feng, Wenwu Wang

IEEE Geosci. Remote. Sens. Lett., 2022

Automated audio captioning: an overview of recent progress and new challenges.

Xinhao Mei, Xubo Liu, Mark D. Plumbley, Wenwu Wang

EURASIP J. Audio Speech Music. Process., 2022

Improved capsule routing for weakly labeled sound event detection.

Haitao Li, Shuguo Yang, Wenwu Wang

EURASIP J. Audio Speech Music. Process., 2022

One to multiple mapping dual learning: Learning multiple signals from one mixture.

Ting Liu, Wenwu Wang, Xiaofei Zhang, Yina Guo

Digit. Signal Process., 2022

Unpaired Overwater Image Defogging Using Prior Map Guided CycleGAN.

Yaozong Mo, Chaofeng Li, Wenqi Ren, Shaopeng Shang, Wenwu Wang, Xiao-Jun Wu

CoRR, 2022

Towards Generating Diverse Audio Captions via Adversarial Training.

Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang

CoRR, 2022

ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation.

Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler

CoRR, 2022

Ontology-aware Learning and Evaluation for Audio Tagging.

Haohe Liu, Qiuqiang Kong, Xubo Liu, Xinhao Mei, Wenwu Wang, Mark D. Plumbley

CoRR, 2022

Visually-Aware Audio Captioning With Adaptive Audio-Visual Attention.

Xubo Liu, Qiushi Huang, Xinhao Mei, Haohe Liu, Qiuqiang Kong, Jianyuan Sun, Shengchen Li, Tom Ko, Yu Zhang, H. Lilian Tang, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang

CoRR, 2022

Multi-dimensional Edge-based Audio Event Relational Graph Representation Learning for Acoustic Scene Classification.

Yuanbo Hou, Siyang Song, Chuang Yu, Yuxin Song, Wenwu Wang, Dick Botteldooren

CoRR, 2022

Automated Audio Captioning via Fusion of Low- and High- Dimensional Features.

Jianyuan Sun, Xubo Liu, Xinhao Mei, Mark D. Plumbley, Volkan Kilic, Wenwu Wang

CoRR, 2022

Learning the Spectrogram Temporal Resolution for Audio Classification.

Haohe Liu, Xubo Liu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

CoRR, 2022

Low-complexity CNNs for Acoustic Scene Classification.

Arshdeep Singh, James A. King, Xubo Liu, Wenwu Wang, Mark D. Plumbley

CoRR, 2022

Surrey System for DCASE 2022 Task 5: Few-shot Bioacoustic Event Detection with Segment-level Metric Learning.

Haohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

CoRR, 2022

Continual Learning For On-Device Environmental Sound Classification.

Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

CoRR, 2022

A Two-student Learning Framework for Mixed Supervised Target Sound Detection.

Dongchao Yang, Helin Wang, Yuexian Zou, Wenwu Wang

CoRR, 2022

A Hybrid Approach to Blind Video Quality Prediction of User Generated Content.

Buddhiprabha Erabadda, Gosala Kulupana, Thanuja Mallikarachchi, Wenwu Wang, Anil Fernando

Proceedings of the Picture Coding Symposium, 2022

Fish Feeding Intensity Assessment in Aquaculture: A New Audio Dataset AFFIA3K and a Deep Learning Algorithm.

Meng Cui, Xubo Liu, Jinzheng Zhao, Jianyuan Sun, Guoping Lian, Tao Chen, Mark D. Plumbley, Daoliang Li, Wenwu Wang

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Audio Visual Multi-Speaker Tracking with Improved GCF and PMBM Filter.

Jinzheng Zhao, Peipei Wu, Xubo Liu, Shidrokh Goudarzi, Haohe Liu, Yong Xu, Wenwu Wang

Proceedings of the Interspeech 2022, 2022

RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection.

Dongchao Yang, Helin Wang, Zhongjie Ye, Yuexian Zou, Wenwu Wang

Proceedings of the Interspeech 2022, 2022

On Metric Learning for Audio-Text Cross-Modal Retrieval.

Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang

Proceedings of the Interspeech 2022, 2022

Separate What You Describe: Language-Queried Audio Source Separation.

Xubo Liu, Haohe Liu, Qiuqiang Kong, Xinhao Mei, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang

Proceedings of the Interspeech 2022, 2022

DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting.

Shiyong Lan, Yitong Ma, Weikang Huang, Wenwu Wang, Hongyu Yang, Pyang Li

Proceedings of the International Conference on Machine Learning, 2022

Audio-Visual Tracking of Multiple Speakers Via a PMBM Filter.

Jinzheng Zhao, Peipei Wu, Xubo Liu, Yong Xu, Lyudmila Mihaylova, Simon J. Godsill, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

A Mutual Learning Framework for Few-Shot Sound Event Detection.

Dongchao Yang, Helin Wang, Yuexian Zou, Zhongjie Ye, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Partial Arithmetic Consensus based Distributed Intensity Particle Flow SMC-PHD Filter for Multi-Target Tracking.

Peipei Wu, Jinzheng Zhao, Shidrokh Goudarzi, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Diverse Audio Captioning Via Adversarial Training.

Xinhao Mei, Xubo Liu, Jianyuan Sun, Mark D. Plumbley, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

Anomalous Sound Detection Using Spectral-Temporal Information Fusion.

Youde Liu, Jian Guan, Qiaoxi Zhu, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2022

A Transformer-Based GAN for Anomaly Detection.

Caiyin Yang, Shiyong Lan, Weikang Huang, Wenwu Wang, Guoliang Liu, Hongyu Yang, Wei Ma, Piaoyang Li

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Face Super-Resolution with Spatial Attention Guided by Multiscale Receptive-Field Features.

Weikang Huang, Shiyong Lan, Wenwu Wang, Xuedong Yuan, Hongyu Yang, Piaoyang Li, Wei Ma

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Deep Learning for Audio Visual Emotion Recognition.

Tassadaq Hussain, Wenwu Wang, Nidhal Bouaynaya, Hassan M. Fathallah-Shaykh, Lyudmila Mihaylova

Proceedings of the 25th International Conference on Information Fusion, 2022

UAV-enabled Edge Computing for Optimal Task Distribution in Target Tracking.

Shidrokh Goudarzi, Wenwu Wang, Pei Xiao, Lyudmila Mihaylova, Simon J. Godsill

Proceedings of the 25th International Conference on Information Fusion, 2022

Visually Assisted Self-supervised Audio Speaker Localization and Tracking.

Jinzheng Zhao, Peipei Wu, Shidrokh Goudarzi, Xubo Liu, Jianyuan Sun, Yong Xu, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

MS-MLP: Multi-scale Sampling MLP for ECG Classification.

Wenbo Wang, Jian Guan, Xinyi Che, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

Deep Neural Decision Forest for Acoustic Scene Classification.

Jianyuan Sun, Xubo Liu, Xinhao Mei, Jinzheng Zhao, Mark D. Plumbley, Volkan Kiliç, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

Automated Image Captioning with Multi-layer Gated Recurrent Unit.

Özge Taylan Moral, Volkan Kiliç, Aytug Onan, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

Leveraging Pre-trained BERT for Audio Captioning.

Xubo Liu, Xinhao Mei, Qiushi Huang, Jianyuan Sun, Jinzheng Zhao, Haohe Liu, Mark D. Plumbley, Volkan Kilic, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

Auxiliary Classifier based Residual RNN for Image Captioning.

Özkan Çayli, Volkan Kiliç, Aytug Onan, Wenwu Wang

Proceedings of the 30th European Signal Processing Conference, 2022

A Mixed Supervised Learning Framework For Target Sound Detection.

Dongchao Yang, Helin Wang, Wenwu Wang, Yuexian Zou

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Continual Learning for On-Ddevice Environmental Sound Classification.

Yang Xiao, Xubo Liu, James A. King, Arshdeep Singh, Eng Siong Chng, Mark D. Plumbley, Wenwu Wang

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

Segment-Level Metric Learning for Few-Shot Bioacoustic Event Detection.

Haohe Liu, Xubo Liu, Xinhao Mei, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

Proceedings of the 7th Workshop on Detection and Classification of Acoustic Scenes and Events 2022, 2022

2021

Short-Term Traffic Flow Prediction With Wavelet and Multi-Dimensional Taylor Network Model.

Shanliang Zhu, Yu Zhao, Yanjie Zhang, Qingling Li, Wenwu Wang, Shuguo Yang

IEEE Trans. Intell. Transp. Syst., 2021

Adaptive Recursive Decentralized Cooperative Localization for Multirobot Systems With Time-Varying Measurement Accuracy.

Yulong Huang, Chao Xue, Fengchi Zhu, Wenwu Wang, Yonggang Zhang, Jonathon A. Chambers

IEEE Trans. Instrum. Meas., 2021

Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation.

Weitao Yuan, Bofei Dong, Shengbei Wang, Masashi Unoki, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Multiple Acoustic Source Localization in Microphone Array Networks.

Jielong Yang, Xionghu Zhong, Weiguang Chen, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Indoor Multi-Speaker Localization Based on Bayesian Nonparametrics in the Circular Harmonic Domain.

Kunkun SongGong, Huawei Chen, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Convolutional fusion network for monaural speech enhancement.

Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi

Neural Networks, 2021

A Multi-Scale Feature Recalibration Network for End-to-End Single Channel Speech Enhancement.

Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi

IEEE J. Sel. Top. Signal Process., 2021

Sparse Analysis Model Based Dictionary Learning for Signal Declipping.

Bin Li, Lucas Rencker, Jing Dong, Yuhui Luo, Mark D. Plumbley, Wenwu Wang

IEEE J. Sel. Top. Signal Process., 2021

End-to-end translation of human neural activity to speech with a dual-dual generative adversarial network.

Yina Guo, Xiaofei Zhang, Zhenying Gong, Anhong Wang, Wenwu Wang

CoRR, 2021

One to Multiple Mapping Dual Learning: Learning Multiple Sources from One Mixed Signal.

Ting Liu, Wenwu Wang, Xiaofei Zhang, Zhenyin Gong, Yina Guo

CoRR, 2021

An Audio-Based Deep Learning Framework ForBBC Television Programme Classification.

Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley

CoRR, 2021

Time-domain Speech Enhancement with Generative Adversarial Learning.

Feiyang Xiao, Jian Guan, Qiuqiang Kong, Wenwu Wang

CoRR, 2021

Conditional Sound Generation Using Neural Discrete Time-Frequency Representation Learning.

Xubo Liu, Turab Iqbal, Jinzheng Zhao, Qiushi Huang, Mark D. Plumbley, Wenwu Wang

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Crossfire Conditional Generative Adversarial Networks for Singing Voice Extraction.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification.

Helin Wang, Yuexian Zou, Wenwu Wang

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Enhancing Alzheimer's Disease Diagnosis via Hierarchical 3D-FCN with Multi-Modal Features.

Chao Liu, Xiaodong Yang, Dading Chong, Wenwu Wang, Liang Li

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

SAGAN: Skip-Attention GAN For Anomaly Detection.

Guoliang Liu, Shiyong Lan, Ting Zhang, Weikang Huang, Wenwu Wang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Robust Visual Object Tracking with Spatiotemporal Regularisation and Discriminative Occlusion Deformation.

Shiyong Lan, Jin Li, Shipeng Sun, Xin Lai, Wenwu Wang

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Weighted Magnitude-Phase Loss for Speech Dereverberation.

Jingshu Zhang, Mark D. Plumbley, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

A Global-Local Attention Framework for Weakly Labelled Audio Tagging.

Helin Wang, Yuexian Zou, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Dimension Selected Subspace Clustering.

Shuoyang Li, Yuhui Luo, Jonathon A. Chambers, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Enhancing Audio Augmentation Methods with Consistency Learning.

Turab Iqbal, Karim Helwani, Arvindh Krishnaswamy, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

Low-Dimensional Denoising Embedding Transformer for ECG Classification.

Jian Guan, Wenbo Wang, Pengming Feng, Xinxin Wang, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2021

An Improved Event-Independent Network for Polyphonic Sound Event Localization and Detection.

Yin Cao, Turab Iqbal, Qiuqiang Kong, Fengyan An, Wenwu Wang, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2021

An Audio-Based Deep Learning Framework For BBC Television Programme Classification.

Lam Pham, Chris Baume, Qiuqiang Kong, Tassadaq Hussain, Wenwu Wang, Mark D. Plumbley

Proceedings of the 29th European Signal Processing Conference, 2021

Audio Captioning Transformer.

Xinhao Mei, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

An Encoder-Decoder Based Audio Captioning System with Transfer and Reinforcement Learning.

Xinhao Mei, Qiushi Huang, Xubo Liu, Gengyun Chen, Jingqian Wu, Yusong Wu, Jinzheng Zhao, Shengchen Li, Tom Ko, H. Lilian Tang, Xi Shao, Mark D. Plumbley, Wenwu Wang

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

CL4AC: A Contrastive Loss for Audio Captioning.

Xubo Liu, Qiushi Huang, Xinhao Mei, Tom Ko, H. Lilian Tang, Mark D. Plumbley, Wenwu Wang

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

ARCA23K: An Audio Dataset for Investigating Open-Set Label Noise.

Turab Iqbal, Yin Cao, Andrew Bailey, Mark D. Plumbley, Wenwu Wang

Proceedings of the 6th Workshop on Detection and Classification of Acoustic Scenes and Events 2021 (DCASE 2021), 2021

2020

Audio-Visual Particle Flow SMC-PHD Filtering for Multi-Speaker Tracking.

Yang Liu, Volkan Kiliç, Jian Guan, Wenwu Wang

IEEE Trans. Multim., 2020

Joint Raindrop and Haze Removal From a Single Image.

Yina Guo, Jianguo Chen, Xiaowen Ren, Anhong Wang, Wenwu Wang

IEEE Trans. Image Process., 2020

Blind Multiple-Input Multiple-Output Image Phase Retrieval.

Yina Guo, Xiangning Zhao, Jianyu Li, Anhong Wang, Wenwu Wang

IEEE Trans. Ind. Electron., 2020

Sound Event Detection of Weakly Labelled Data With CNN-Transformer and Automatic Threshold Optimization.

Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2020

PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition.

Qiuqiang Kong, Yin Cao, Turab Iqbal, Yuxuan Wang, Wenwu Wang, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2020

Association Loss for Visual Object Detection.

Dongli Xu, Jian Guan, Pengming Feng, Wenwu Wang

IEEE Signal Process. Lett., 2020

Modeling Label Dependencies for Audio Tagging With Graph Convolutional Network.

Helin Wang, Yuexian Zou, Dading Chong, Wenwu Wang

IEEE Signal Process. Lett., 2020

Adaptive Separation of Respiratory and Heartbeat Signals among Multiple People Based on Empirical Wavelet Transform Using UWB Radar.

Mi He, Yongjian Nian, Luping Xu, Lihong Qiao, Wenwu Wang

Sensors, 2020

Optimal feasible step-size based working set selection for large scale SVMs training.

Shili Peng, Qinghua Hu, Jianwu Dang, Wenwu Wang

Neurocomputing, 2020

Robust PCA Using Nonconvex Rank Approximation and Sparse Regularizer.

Jing Dong, Zhichao Xue, Wenwu Wang

Circuits Syst. Signal Process., 2020

Environmental Sound Classification with Parallel Temporal-Spectral Attention.

Helin Wang, Yuexian Zou, Dading Chong, Wenwu Wang

Proceedings of the Interspeech 2020, 2020

Gated Multi-Head Attention Pooling for Weakly Labelled Audio Tagging.

Sixin Hong, Yuexian Zou, Wenwu Wang

Proceedings of the Interspeech 2020, 2020

An Analytical Solution to Jacobsen Estimator for Windowed Signals.

Takahiro Murakami, Wenwu Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Source Separation with Weakly Labelled Data: an Approach to Computational Auditory Scene Analysis.

Qiuqiang Kong, Yuxuan Wang, Xuchen Song, Yin Cao, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Learning With Out-of-Distribution Data for Audio Classification.

Turab Iqbal, Yin Cao, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Weakly Labelled Audio Tagging Via Convolutional Networks with Spatial and Channel-Wise Attention.

Sixin Hong, Yuexian Zou, Wenwu Wang, Meng Cao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Meta Metric Learning for Highly Imbalanced Aerial Scene Classification.

Jian Guan, Jiabei Liu, Jianguo Sun, Pengming Feng, Tong Shuai, Wenwu Wang

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Multi-Scale Residual Convolutional Encoder Decoder with Bidirectional Long Short-Term Memory for Single Channel Speech Enhancement.

Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi

Proceedings of the 28th European Signal Processing Conference, 2020

Open-Window: A Sound Event Dataset for Window State Detection and Recognition.

Saeid Safavi, Turab Iqbal, Wenwu Wang, Philip Coleman, Mark D. Plumbley

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

Event-Independent Network for Polyphonic Sound Event Localization and Detection.

Yin Cao, Turab Iqbal, Qiuqiang Kong, Yue Zhong, Wenwu Wang, Mark D. Plumbley

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

A Covert Ultrasonic Phone-to-Phone Communication Scheme.

Liming Shi, Limin Yu, Kaizhu Huang, Xu Zhu, Zhi Wang, Xiaofei Li, Wenwu Wang, Xinheng Wang

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2020

2019

Sparse Recovery and Dictionary Learning From Nonlinear Compressive Measurements.

Lucas Rencker, Francis R. Bach, Wenwu Wang, Mark D. Plumbley

IEEE Trans. Signal Process., 2019

Two-Stage Monaural Source Separation in Reverberant Room Environments Using Deep Neural Networks.

Yang Sun, Wenwu Wang, Jonathon A. Chambers, Syed Mohsen Naqvi

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Modeling the Comb Filter Effect and Interaural Coherence for Binaural Source Separation.

Luca Remaggi, Philip J. B. Jackson, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Weakly Labelled AudioSet Tagging With Attention Neural Networks.

Qiuqiang Kong, Changsong Yu, Yong Xu, Turab Iqbal, Wenwu Wang, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Sound Event Detection and Time-Frequency Segmentation from Weakly Labelled Data.

Qiuqiang Kong, Yong Xu, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2019

A Skip Attention Mechanism for Monaural Singing Voice Separation.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

IEEE Signal Process. Lett., 2019

A Speech Synthesis Approach for High Quality Speech Separation and Generation.

Qingju Liu, Philip J. B. Jackson, Wenwu Wang

IEEE Signal Process. Lett., 2019

A Source Counting Method Using Acoustic Vector Sensor Based on Sparse Modeling of DOA Histogram.

Yang Chen, Wenwu Wang, Zhe Wang, Bingyin Xia

IEEE Signal Process. Lett., 2019

Monaural Source Separation in Complex Domain With Long Short-Term Memory Neural Network.

Yang Sun, Yang Xian, Wenwu Wang, Syed Mohsen Naqvi

IEEE J. Sel. Top. Signal Process., 2019

Multiple Input Single Output Phase Retrieval.

Yina Guo, Tao Wang, Jianyu Li, Anhong Wang, Wenwu Wang

Circuits Syst. Signal Process., 2019

Learning discriminative and robust time-frequency representations for environmental sound classification.

Helin Wang, Yuexian Zou, Dading Chong, Wenwu Wang

CoRR, 2019

Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems.

Qiuqiang Kong, Yin Cao, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley

CoRR, 2019

Weakly labelled AudioSet Classification with Attention Neural Networks.

Qiuqiang Kong, Changsong Yu, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley

CoRR, 2019

Multi-channel Convolutional Neural Networks with Multi-level Feature Fusion for Environmental Sound Classification.

Dading Chong, Yuexian Zou, Wenwu Wang

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks.

Qiuqiang Kong, Yong Xu, Philip J. B. Jackson, Wenwu Wang, Mark D. Plumbley

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Monaural Speech Enhancement Based On Two Stage Long Short-Term Memory Networks.

Yang Xian, Yang Sun, Wenwu Wang, Syed Mohsen Naqvi

Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

Single-Channel Speech Enhancement with Sequentially Trained DNN System.

Yang Sun, Yang Xian, Wenwu Wang, Syed Mohsen Naqvi

Proceedings of the 13th International Conference on Signal Processing and Communication Systems, 2019

SVD-Based Channel Pruning for Convolutional Neural Network in Acoustic Scene Classification Model.

Jun Wang, Shengchen Li, Wenwu Wang

Proceedings of the IEEE International Conference on Multimedia & Expo Workshops, 2019

Semantic Super-resolution for Extremely Low-resolution Vehicle License Plate.

Yuexian Zou, Yi Wang, Wenjie Guan, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Proximal Deep Recurrent Neural Network for Monaural Singing Voice Separation.

Weitao Yuan, Shengbei Wang, Xiangrui Li, Masashi Unoki, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Background Adaptation for Improved Listening Experience in Broadcasting.

Yan Tang, Trevor J. Cox, Bruno M. Fazenda, Qingju Liu, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Labelled Non-zero Particle Flow for SMC-PHD Filtering.

Yang Liu, Qinghua Hu, Yuexian Zou, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Enhanced Streaming Based Subspace Clustering Applied to Acoustic Scene Data Clustering.

Shuoyang Li, Yuantao Gu, Yuhui Luo, Jonathon A. Chambers, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2019

Generalisation in Environmental Sound Classification: The 'Making Sense of Sounds' Data Set and Challenge.

Christian Kroos, Oliver Bones, Yin Cao, Lara Harris, Philip J. B. Jackson, William J. Davies, Wenwu Wang, Trevor J. Cox, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2019

Acoustic Scene Generation with Conditional Samplernn.

Qiuqiang Kong, Yong Xu, Turab Iqbal, Yin Cao, Wenwu Wang, Mark D. Plumbley

Proceedings of the IEEE International Conference on Acoustics, 2019

Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy.

Yin Cao, Qiuqiang Kong, Turab Iqbal, Fengyan An, Wenwu Wang, Mark D. Plumbley

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

Speaker-discriminative Embedding Learning via Affinity Matrix for Short Utterance Speaker Verification.

Junyi Peng, Rongzhi Gu, Yuexian Zou, Wenwu Wang

Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019

2018

Multiple Speaker Tracking in Spatial Audio via PHD Filtering and Depth-Audio Fusion.

Qingju Liu, Wenwu Wang, Teofilo de Campos, Philip J. B. Jackson, Adrian Hilton

IEEE Trans. Multim., 2018

Manifold-Based Visual Object Counting.

Yi Wang, Yuexian Zou, Wenwu Wang

IEEE Trans. Image Process., 2018

Bootstrap Averaging for Model-Based Source Separation in Reverberant Conditions.

Swati Chandna, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2018

An RIP-Based Performance Guarantee of Covariance-Assisted Matching Pursuit.

Jiayang Wang, Gen Li, Lucas Rencker, Wenwu Wang, Yuantao Gu

IEEE Signal Process. Lett., 2018

Low rank matrix completion using truncated nuclear norm and sparse regularizer.

Jing Dong, Zhichao Xue, Jian Guan, Zi-Fa Han, Wenwu Wang

Signal Process. Image Commun., 2018

A non-intrusive method for estimating binaural speech intelligibility from noise-corrupted signals captured by a pair of microphones.

Yan Tang, Qingju Liu, Wenwu Wang, Trevor J. Cox

Speech Commun., 2018

Momentum fractional LMS for power signal parameter estimation.

Syed Zubair, Naveed Ishtiaq Chaudhary, Zeshan Aslam Khan, Wenwu Wang

Signal Process., 2018

Multi-source phase retrieval from multi-channel phaseless STFT measurements.

Yina Guo, Anhong Wang, Wenwu Wang

Signal Process., 2018

Polynomial dictionary learning algorithms in sparse representations.

Jian Guan, Xuan Wang, Pengming Feng, Jing Dong, Jonathon A. Chambers, Zoe Lin Jiang, Wenwu Wang

Signal Process., 2018

Efficient multi-modal geometric mean metric learning.

Jianqing Liang, Qinghua Hu, Pengfei Zhu, Wenwu Wang

Pattern Recognit., 2018

Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection.

Josef Kittler, Cemre Zor, Ioannis Kaloskampis, Yulia Hicks, Wenwu Wang

Pattern Recognit., 2018

Standard-independent I/Q imbalance estimation and compensation scheme inOFDM.

Fanglin Gu, Shan Wang, Wenwu Wang

Frontiers Inf. Technol. Electron. Eng., 2018

Learning soft mask with DNN and DNN-SVM for multi-speaker DOA estimation using an acoustic vector sensor.

Disong Wang, Yuexian Zou, Wenwu Wang

J. Frankl. Inst., 2018

Intensity Particle Flow SMC-PHD Filter For Audio Speaker Tracking.

Yang Liu, Wenwu Wang, Volkan Kilic

CoRR, 2018

Bayesian inference for PCA and MUSIC algorithms with unknown number of sources.

Viet Hung Tran, Wenwu Wang

CoRR, 2018

DCASE 2018 Challenge baseline with convolutional neural networks.

Qiuqiang Kong, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley

CoRR, 2018

Approximate Message Passing for Underdetermined Audio Source Separation.

Turab Iqbal, Wenwu Wang

CoRR, 2018

LD-CNN: A Lightweight Dilated Convolutional Neural Network for Environmental Sound Classification.

Xiaohu Zhang, Yuexian Zou, Wenwu Wang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Cascade Deep Networks for Sparse Linear Inverse Problems.

Huan Zhang, Hong Shi, Wenwu Wang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Spatially Regularized Low Rank Tensor Optimization for Visual Data Completion.

Jianchao Gao, Hong Shi, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Bayesian Inference for Multi-Line Spectra in Linear Sensor Array.

Viet Hung Tran, Wenwu Wang, Yuhui Luo, Jonathon A. Chambers

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Non-Zero Diffusion Particle Flow SMC-PHD Filter for Audio-Visual Multi-Speaker Tracking.

Yang Liu, Adrian Hilton, Jonathon A. Chambers, Yuxin Zhao, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Iterative Deep Neural Networks for Speaker-Independent Binaural Blind Speech Separation.

Qingju Liu, Yong Xu, Philip J. B. Jackson, Wenwu Wang, Philip Coleman

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

A Joint Separation-Classification Model for Sound Event Detection of Weakly Labelled Data.

Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Audio Set Classification with Attention Model: A Probabilistic Perspective.

Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams.

Josef Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu, Yulia Hicks, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Synthesis of Images by Two-Stage Generative Adversarial Networks.

Qiang Huang, Philip J. B. Jackson, Mark D. Plumbley, Wenwu Wang

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Large-Scale Weakly Supervised Audio Classification Using Gated Convolutional Neural Network.

Yong Xu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Improving Reverberant Speech Separation with Binaural Cues Using Temporal Context and Convolutional Neural Networks.

Alfredo Zermini, Qiuqiang Kong, Yong Xu, Mark D. Plumbley, Wenwu Wang

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Consistent Dictionary Learning for Signal Declipping.

Lucas Rencker, Francis R. Bach, Wenwu Wang, Mark D. Plumbley

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Enhanced Time-Frequency Masking by Using Neural Networks for Monaural Source Separation in Reverberant Room Environments.

Yang Sun, Wenwu Wang, Jonathon A. Chambers, Syed Mohsen Naqvi

Proceedings of the 26th European Signal Processing Conference, 2018

Randomly Sketched Sparse Subspace Clustering for Acoustic Scene Clustering.

Shuoyang Li, Wenwu Wang

Proceedings of the 26th European Signal Processing Conference, 2018

Capsule Routing for Sound Event Detection.

Turab Iqbal, Yong Xu, Qiuqiang Kong, Wenwu Wang

Proceedings of the 26th European Signal Processing Conference, 2018

DCASE 2018 Challenge Surrey cross-task convolutional neural network baseline.

Qiuqiang Kong, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

General-purpose audio tagging from noisy labels using convolutional neural networks.

Turab Iqbal, Qiuqiang Kong, Mark D. Plumbley, Wenwu Wang

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2018

Predicting the perceived level of reverberation using machine learning.

Saeid Safavi, Andy Pearce, Wenwu Wang, Mark D. Plumbley

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

A Performance Evaluation of Several Deep Neural Networks for Reverberant Speech Separation.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Saeid Safavi

Proceedings of the 52nd Asilomar Conference on Signals, Systems, and Computers, 2018

2017

Semisupervised Online Multikernel Similarity Learning for Image Retrieval.

Jianqing Liang, Qinghua Hu, Wenwu Wang, Yahong Han

IEEE Trans. Multim., 2017

Social Force Model-Based MCMC-OCSVM Particle PHD Filter for Multiple Human Tracking.

Pengming Feng, Wenwu Wang, Satnam Singh Dlay, Syed Mohsen Naqvi, Jonathon A. Chambers

IEEE Trans. Multim., 2017

Unsupervised Feature Learning Based on Deep Models for Environmental Audio Tagging.

Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Acoustic Reflector Localization: Novel Image Source Reversion and Direct Localization Methods.

Luca Remaggi, Philip J. B. Jackson, Philip Coleman, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Sparse ℓ₁-Optimal Multiloudspeaker Panning and Its Relation to Vector Base Amplitude Panning.

Andreas Franck, Wenwu Wang, Filippo Maria Fazi

IEEE ACM Trans. Audio Speech Lang. Process., 2017

Sparse analysis model based multiplicative noise removal with enhanced regularization.

Jing Dong, Zi-Fa Han, Yuxin Zhao, Wenwu Wang, Ales Procházka, Jonathon A. Chambers

Signal Process., 2017

Sparse Blind Speech Deconvolution with Dynamic Range Regularization and Indicator Function.

Jian Guan, Xuan Wang, Wenwu Wang, Lei Huang

Circuits Syst. Signal Process., 2017

An Expectation-Maximization Algorithm for Blind Separation of Noisy Mixtures Using Gaussian Mixture Model.

Fanglin Gu, Hang Zhang, Wenwu Wang, Shan Wang

Circuits Syst. Signal Process., 2017

Surrey-cvssp system for DCASE2017 challenge task4.

Yong Xu, Qiuqiang Kong, Wenwu Wang, Mark D. Plumbley

CoRR, 2017

Joint L1-L2 Regularisation for Blind Speech Deconvolution.

Jian Guan, Xuan Wang, Zongxia Xie, Shuhan Qi, Wenwu Wang

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Blind Speech Deconvolution via Pretrained Polynomial Dictionary and Sparse Representation.

Jian Guan, Xuan Wang, Shuhan Qi, Jing Dong, Wenwu Wang

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Binaural and log-power spectra features with deep neural networks for speech-noise separation.

Alfredo Zermini, Qingju Liu, Yong Xu, Mark D. Plumbley, Dave Betts, Wenwu Wang

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Attention and Localization Based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging.

Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley

Proceedings of the Interspeech 2017, 2017

Matrix of Polynomials Model Based Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling.

Jian Guan, Xuan Wang, Pengming Feng, Jing Dong, Wenwu Wang

Proceedings of the Interspeech 2017, 2017

Convolutional gated recurrent neural network incorporating spatial features for audio tagging.

Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

A greedy algorithm with learned statistics for sparse signal reconstruction.

Lucas Rencker, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Particle flow for sequential Monte Carlo implementation of probability hypothesis density.

Yang Liu, Wenwu Wang, Yuxin Zhao

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A joint detection-classification model for audio tagging of weakly labelled data.

Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Fast tagging of natural sounds using marginal co-regularization.

Qiang Huang, Yong Xu, Philip J. B. Jackson, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Assessment of musical noise using localization of isolated peaks in time-frequency domain.

Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Particle Flow SMC-PHD Filter for Audio-Visual Multi-speaker Tracking.

Yang Liu, Wenwu Wang, Jonathon A. Chambers, Volkan Kilic, Adrian Hilton

Proceedings of the Latent Variable Analysis and Signal Separation, 2017

Multivariate iterative hard thresholding for sparse decomposition with flexible sparsity patterns.

Lucas Rencker, Wenwu Wang, Mark D. Plumbley

Proceedings of the 25th European Signal Processing Conference, 2017

A perceptually-weighted deep neural network for monaural speech enhancement in various background noise conditions.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Yan Tang

Proceedings of the 25th European Signal Processing Conference, 2017

Wideband DoA estimation based on joint optimisation of array and spatial sparsity.

Mingyang Chen, Wenwu Wang, Mark Barnard, Jonathon A. Chambers

Proceedings of the 25th European Signal Processing Conference, 2017

2016

Analysis SimCO Algorithms for Sparse Analysis Model Based Dictionary Learning.

Jing Dong, Wenwu Wang, Wei Dai, Mark D. Plumbley, Zi-Fa Han, Jonathon A. Chambers

IEEE Trans. Signal Process., 2016

Mean-Shift and Sparse Sampling-Based SMC-PHD Filtering for Audio Informed Visual Speaker Tracking.

Volkan Kilic, Mark Barnard, Wenwu Wang, Adrian Hilton, Josef Kittler

IEEE Trans. Multim., 2016

Adaptive Retrodiction Particle PHD Filter for Multiple Human Tracking.

Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Jonathon A. Chambers

IEEE Signal Process. Lett., 2016

Audio head pose estimation using the direct to reverberant speech ratio.

Mark Barnard, Wenwu Wang

Speech Commun., 2016

Localization based stereo speech source separation using probabilistic time-frequency masking and deep neural networks.

Yang Yu, Wenwu Wang, Peng Han

EURASIP J. Audio Speech Music. Process., 2016

A Promising Technique for Blind Identification: The Generic Statistics.

Fanglin Gu, Hang Zhang, Wenwu Wang, Chunlin Xiong

Circuits Syst. Signal Process., 2016

Hierachical learning for DNN-based acoustic scene classification.

Yong Xu, Qiang Huang, Wenwu Wang, Mark D. Plumbley

CoRR, 2016

Fully Deep Neural Networks Incorporating Unsupervised Feature Learning for Audio Tagging.

Yong Xu, Qiang Huang, Wenwu Wang, Peter Foster, Siddharth Sigtia, Philip J. B. Jackson, Mark D. Plumbley

CoRR, 2016

Higher-Order Circularity Based I/Q Imbalance Compensation in Direct-Conversion Receivers.

Fanglin Gu, Shan Wang, Jibo Wei, Wenwu Wang

Proceedings of the IEEE 84th Vehicular Technology Conference, 2016

Predicting Binaural Speech Intelligibility from Signals Estimated by a Blind Source Separation Algorithm.

Qingju Liu, Yan Tang, Philip J. B. Jackson, Wenwu Wang

Proceedings of the Interspeech 2016, 2016

Identity association using PHD filters in multiple head tracking with depth sensors.

Qingju Liu, Teófilo Emídio de Campos, Wenwu Wang, Adrian Hilton

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Social force model aided robust particle PHD filter for multiple human tracking.

Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Satnam Singh Dlay, Jonathon A. Chambers

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Hierarchical Learning for DNN-Based Acoustic Scene Classification.

Yong Xu, Qiang Huang, Wenwu Wang, Mark D. Plumbley

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Fully DNN-Based Multi-Label Regression for Audio Tagging.

Yong Xu, Qiang Huang, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

Deep Neural Network Baseline for DCASE Challenge 2016.

Qiuqiang Kong, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2016

2015

Heterogeneous Feature Selection With Multi-Modal Deep Neural Networks and Sparse Group LASSO.

Lei Zhao, Qinghua Hu, Wenwu Wang

IEEE Trans. Multim., 2015

Audio Assisted Robust Visual Tracking With Adaptive Particle Filtering.

Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler

IEEE Trans. Multim., 2015

Reverberant speech separation with probabilistic time-frequency masking for B-format recordings.

Xiaoyi Chen, Wenwu Wang, Yingmin Wang, Xionghu Zhong, Atiyeh Alinaghi

Speech Commun., 2015

Cosparsity-based Stagewise Matching Pursuit algorithm for reconstruction of the cosparse signals.

Di Wu, Yuxin Zhao, Wenwu Wang, Yanling Hao

EURASIP J. Adv. Signal Process., 2015

A novel approach for detection of medial temporal discharges using blind source separation incorporating dictionary look up.

Shahrzad Shapoori, Saeid Sanei, Wenwu Wang

Proceedings of the 7th International IEEE/EMBS Conference on Neural Engineering, 2015

Blind source separation of medial temporal discharges via partial dictionary learning.

Shahrzad Shapoori, Saeid Sanei, Wenwu Wang

Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015

Separation of vocals from monaural music recordings using diagonal median filters and practical time-frequency parameters.

Hatem Deif, Derry Fitzgerald, Wenwu Wang, Lu Gan

Proceedings of the IEEE International Symposium on Signal Processing and Information Technology, 2015

Audio informed visual speaker tracking with SMC-PHD filter.

Volkan Kilic, Mark Barnard, Wenwu Wang, Adrian Hilton, Josef Kittler

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Localization based stereo speech separation using deep networks.

Yang Yu, Wenwu Wang, Jian Luo, Pengming Feng

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

A robust PHD filter with deep learning updating for multiple human tracking.

Pengming Feng, Wenwu Wang, Syed Mohsen Naqvi, Jonathon A. Chambers

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Audio super-resolution using analysis dictionary learning.

Jing Dong, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015

Person Tracking Using Audio and Depth Cues.

Qingju Liu, Teofilo de Campos, Wenwu Wang, Philip J. B. Jackson, Adrian Hilton

Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015

A 3D model for room boundary estimation.

Luca Remaggi, Philip J. B. Jackson, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Polynomial Dictionary Learning Method for Acoustic Impulse Response Modeling.

Jian Guan, Jing Dong, Xuan Wang, Wenwu Wang

Proceedings of the Latent Variable Analysis and Signal Separation, 2015

A local discontinuity based approach for monaural singing voice separation from accompanying music with multi-stage non-negative matrix factorization.

Hatem Deif, Wenwu Wang, Lu Gan, Saadat Alhashmi

Proceedings of the 2015 IEEE Global Conference on Signal and Information Processing, 2015

A source separation evaluation method in object-based spatial audio.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Trevor J. Cox

Proceedings of the 23rd European Signal Processing Conference, 2015

A Robust student's-t distribution PHD filter with OCSVM updating for multiple human tracking.

Pengming Feng, Miao Yu, Syed Mohsen Naqvi, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 23rd European Signal Processing Conference, 2015

2014

Interference Reduction in Reverberant Speech Separation With Visual Voice Activity Detection.

Qingju Liu, Andrew J. Aubrey, Wenwu Wang

IEEE Trans. Multim., 2014

Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modeling.

Mark Barnard, Peter Koniusz, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers

IEEE Trans. Multim., 2014

Joint Mixing Vector and Binaural Model Based Stereo Source Separation.

Atiyeh Alinaghi, Philip J. B. Jackson, Qingju Liu, Wenwu Wang

IEEE ACM Trans. Audio Speech Lang. Process., 2014

Audiovisual Speech Source Separation: An overview of key methodologies.

Bertrand Rivet, Wenwu Wang, Syed M. Naqvi, Jonathon A. Chambers

IEEE Signal Process. Mag., 2014

PARAFAC-Based Blind Identification of Underdetermined Mixtures Using Gaussian Mixture Model.

Fanglin Gu, Hang Zhang, Wenwu Wang, Desheng Zhu

Circuits Syst. Signal Process., 2014

Fourth-order cumulant based sources number estimation from mixtures of unknown number of sources.

Fanglin Gu, Wei Li, Wenwu Wang

Proceedings of the Sixth International Conference on Wireless Communications and Signal Processing, 2014

Improving model-based convolutive blind source separation techniques via bootstrap.

Swati Chandna, Wenwu Wang

Proceedings of the IEEE Workshop on Statistical Signal Processing, 2014

Analysis dictionary learning based on Nesterov's gradient with application to SAR image despeckling.

Jing Dong, Wenwu Wang

Proceedings of the 6th International Symposium on Communications, 2014

Signal classification based on block-sparse tensor representation.

Syed Zubair, Wenwu Wang

Proceedings of the 19th International Conference on Digital Signal Processing, 2014

Analysis SimCO: A new algorithm for analysis dictionary learning.

Jing Dong, Wenwu Wang, Wei Dai

Proceedings of the IEEE International Conference on Acoustics, 2014

Discriminativetensor dictionaries and sparsity for speaker identification.

Syed Zubair, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 4th Joint Workshop on Hands-free Speech Communication and Microphone Arrays, 2014

A Bayesian performance bound for time-delay of arrival based acoustic source tracking in a reverberant environment.

Xionghu Zhong, Wenwu Wang, Syed Mohsen Naqvi, Engsiong Chng

Proceedings of the 17th International Conference on Information Fusion, 2014

Audio-visual tracking of a variable number of speakers with a random finite set approach.

Volkan Kilic, Xionghu Zhong, Mark Barnard, Wenwu Wang, Josef Kittler

Proceedings of the 17th International Conference on Information Fusion, 2014

2013

Source Separation of Convolutive and Noisy Mixtures Using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Mark Barnard, Josef Kittler, Jonathon A. Chambers

IEEE Trans. Signal Process., 2013

Video-Aided Model-Based Source Separation in Real Reverberant Rooms.

Muhammad Salman Khan, Syed M. Naqvi, Ata ur-Rehman, Wenwu Wang, Jonathon A. Chambers

IEEE Trans. Speech Audio Process., 2013

Sparse coding with adaptive dictionary learning for underdetermined blind speech separation.

Tao Xu, Wenwu Wang, Wei Dai

Speech Commun., 2013

Generalized generating function with tucker decomposition and alternating least squares for underdetermined blind identification.

Fanglin Gu, Hang Zhang, Wenwu Wang, Desheng Zhu

EURASIP J. Adv. Signal Process., 2013

Dictionary learning based sparse coefficients for audio classification with max and average pooling.

Syed Zubair, Fei Yan, Wenwu Wang

Digit. Signal Process., 2013

K-plane clustering algorithm for analysis dictionary learning.

Ye Zhang, Haolong Wang, Wenwu Wang, Saeid Sanei

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

A constrained approach for extraction of pre-ictal discharges from scalp EEG.

Shahrzad Shapoori, Wenwu Wang, Saeid Sanei

Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013

Tensor dictionary learning with sparse TUCKER decomposition.

Syed Zubair, Wenwu Wang

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Joint image separation and dictionary learning.

Xiaochen Zhao, Guangyu Zhou, Wei Dai, Tao Xu, Wenwu Wang

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Acoustic vector sensor based speech source separation with mixed Gaussian-Laplacian distributions.

Xiaoyi Chen, Atiyeh Alinaghi, Xionghu Zhong, Wenwu Wang

Proceedings of the 18th International Conference on Digital Signal Processing, 2013

Audio constrained particle filter based visual tracking.

Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler

Proceedings of the IEEE International Conference on Acoustics, 2013

Audio head pose estimation using the direct to reverberant speech ratio.

Mark Barnard, Wenwu Wang, Josef Kittler

Proceedings of the IEEE International Conference on Acoustics, 2013

Spatial and coherence cues based time-frequency masking for binaural reverberant speech separation.

Atiyeh Alinaghi, Wenwu Wang, Philip J. B. Jackson

Proceedings of the IEEE International Conference on Acoustics, 2013

Acoustic source tracking in a reverberant environment using a pairwise synchronous microphone network.

Xionghu Zhong, Arash Mohammadi, Wenwu Wang, A. Benjamin Premkumar, Amir Asif

Proceedings of the 16th International Conference on Information Fusion, 2013

Audio-visual face detection for tracking in a meeting room environment.

Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers

Proceedings of the 16th International Conference on Information Fusion, 2013

Acoustic vector sensor based reverberant speech separation with probabilistic time-frequency masking.

Xionghu Zhong, Xiaoyi Chen, Wenwu Wang, Atiyeh Alinaghi, A. Benjamin Premkumar

Proceedings of the 21st European Signal Processing Conference, 2013

Subset pursuit for analysis dictionary learning.

Ye Zhang, Haolong Wang, Tenglong Yu, Wenwu Wang

Proceedings of the 21st European Signal Processing Conference, 2013

Adaptive particle filtering approach to audio-visual tracking.

Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler

Proceedings of the 21st European Signal Processing Conference, 2013

Show-through removal for scanned images using non-linear NMF with adaptive smoothing.

Qingju Liu, Wenwu Wang

Proceedings of the 2013 IEEE China Summit and International Conference on Signal and Information Processing, 2013

2012

Simultaneous Codeword Optimization (SimCO) for Dictionary Update and Learning.

Wei Dai, Tao Xu, Wenwu Wang

IEEE Trans. Signal Process., 2012

Use of bimodal coherence to resolve the permutation problem in convolutive BSS.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson

Signal Process., 2012

Multimodal (audio-visual) source separation exploiting multi-speaker tracking, robust beamforming and time-frequency masking.

Syed Mohsen Naqvi, Wenwu Wang, Muhammad Salman Khan, Mark Barnard, Jonathon A. Chambers

IET Signal Process., 2012

Reverberant speech separation based on audio-visual dictionary learning and binaural cues.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Mark Barnard

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Dictionary learning and update based on simultaneous codeword optimization (SimCO).

Wei Dai, Tao Xu, Wenwu Wang

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A dictionary learning approach to tracking.

Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Joint blind dereverberation and separation of speech mixtures.

Tariqullah Jan, Wenwu Wang

Proceedings of the 20th European Signal Processing Conference, 2012

Blind reverberation time estimation based on Laplace distribution.

Tariqullah Jan, Wenwu Wang

Proceedings of the 20th European Signal Processing Conference, 2012

2011

A multistage approach to blind separation of convolutive speech mixtures.

Tariqullah Jan, Wenwu Wang, DeLiang Wang

Speech Commun., 2011

Methods for learning adaptive dictionary in underdetermined speech separation.

Tao Xu, Wenwu Wang

Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Blind source separation and visual voice activity detection for target speech extraction.

Qingju Liu, Wenwu Wang

Proceedings of the 3rd International Conference on Awareness Science and Technology, 2011

Integrating binaural cues and blind source separation method for separating reverberant speech mixtures.

Atiyeh Alinaghi, Wenwu Wang, Philip J. B. Jackson

Proceedings of the IEEE International Conference on Acoustics, 2011

Multimodal blind source separation with a circular microphone array and robust beamforming.

Syed Mohsen Naqvi, Muhammad Salman Khan, Qingju Liu, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 19th European Signal Processing Conference, 2011

Robust feature selection for scaling ambiguity reduction in audio-visual convolutive BSS.

Qingju Liu, Syed Mohsen Naqvi, Wenwu Wang, Philip J. B. Jackson, Jonathon A. Chambers

Proceedings of the 19th European Signal Processing Conference, 2011

Empirical mode decomposition for joint denoising and dereverberation.

Tariqullah Jan, Wenwu Wang

Proceedings of the 19th European Signal Processing Conference, 2011

Simultaneous codeword optimization (SimCO) for dictionary learning.

Wei Dai, Tao Xu, Wenwu Wang

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

Bimodal coherence based scale ambiguity cancellation for target speech extraction and enhancement.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson

Proceedings of the INTERSPEECH 2010, 2010

A block-based compressed sensing method for underdetermined blind speech separation incorporating binary mask.

Tao Xu, Wenwu Wang

Proceedings of the IEEE International Conference on Acoustics, 2010

Use of Bimodal Coherence to Resolve Spectral Indeterminacy in Convolutive BSS.

Qingju Liu, Wenwu Wang, Philip J. B. Jackson

Proceedings of the Latent Variable Analysis and Signal Separation, 2010

Single Channel Music Sound Separation Based on Spectrogram Decomposition and Note Classification.

Wenwu Wang, Hafiz Mustafa

Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009

A multiplicative algorithm for convolutive non-negative matrix factorization based on squared Euclidean distance.

Wenwu Wang, Andrzej Cichocki, Jonathon A. Chambers

IEEE Trans. Signal Process., 2009

A multistage approach for blind separation of convolutive speech mixtures.

Tariqullah Jan, Wenwu Wang, DeLiang Wang

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Note Onset Detection via Nonnegative Factorization of Magnitude Spectrum.

Wenwu Wang, Yuhui Luo, Jonathon A. Chambers, Saeid Sanei

EURASIP J. Adv. Signal Process., 2008

Advances in Nonnegative Matrix and Tensor Factorization.

Andrzej Cichocki, Morten Mørup, Paris Smaragdis, Wenwu Wang, Rafal Zdunek

Comput. Intell. Neurosci., 2008

Convolutive non-negative sparse coding.

Wenwu Wang

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

A New Variable Step-Size LMS Algorithm with Robustness to Nonstationary Noise.

Yonggang Zhang, Jonathon A. Chambers, Wenwu Wang, Paul Kendrick, Trevor J. Cox

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

Exploitation of source nonstationarity in underdetermined blind source separation with advanced clustering techniques.

Yuhui Luo, Wenwu Wang, Jonathon A. Chambers, Sangarapillai Lambotharan, Ian K. Proudler

IEEE Trans. Signal Process., 2006

Sequential blind source separation based exclusively on second-order statistics developed for a class of periodic signals.

Maria G. Jafari, Wenwu Wang, Jonathon A. Chambers, Tetsuya Hoya, Andrzej Cichocki

IEEE Trans. Signal Process., 2006

2005

Penalty function-based joint diagonalization approach for convolutive blind separation of nonstationary sources.

Wenwu Wang, Saeid Sanei, Jonathon A. Chambers

IEEE Trans. Signal Process., 2005

Variable step-size sign natural gradient algorithm for sequential blind source separation.

Lianxi Yuan, Wenwu Wang, Jonathon A. Chambers

IEEE Signal Process. Lett., 2005

Removal of eye blinking artifact from the electro-encephalogram, incorporating a new constrained blind source separation algorithm.

Leor Shoker, Saeid Sanei, Wenwu Wang, Jonathon A. Chambers

Medical Biol. Eng. Comput., 2005

An Effective Method to Improve Convergence for Sequential Blind Source Separation.

Lianxi Yuan, Enfang Sang, Wenwu Wang, Jonathon A. Chambers

Proceedings of the Advances in Natural Computation, First International Conference, 2005

Video assisted speech source separation.

Wenwu Wang, Darren Cosker, Yulia Hicks, Saeid Sanei, Jonathon A. Chambers

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

A coupled HMM for solving the permutation problem in frequency domain BSS.

Saeid Sanei, Wenwu Wang, Jonathon A. Chambers

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Penalty Function Approach for Constrained Convolutive Blind Source Separation.

Wenwu Wang, Jonathon A. Chambers, Saeid Sanei

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation.

Wenwu Wang, Jonathon A. Chambers, Saeid Sanei

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS.

Saeid Sanei, Loukianos Spyrou, Wenwu Wang, Jonathon A. Chambers

Proceedings of the Independent Component Analysis and Blind Signal Separation, 2004

Penalty function based joint diagonalization approach for convolutive constrained BSS of nonstationary signals.

Wenwu Wang, Jonathon A. Chambers, Saeid Sanei

Proceedings of the 2004 12th European Signal Processing Conference, 2004

2003

Blind separation of convolutive mixtures of cyclostationary sources using an extended natural gradient method.

Wenwu Wang, Maria G. Jafari, Saeid Sanei, Jonathon A. Chambers

Proceedings of the Seventh International Symposium on Signal Processing and Its Applications, 2003