Selected Publications

• Cross-task learning for audio tagging, sound event detection and spatial localization: DCASE 2019 baseline systems [pdf] [code]
  Qiuqiang Kong, Yin Cao, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley
  arXiv preprint arXiv:1904.03476, 2019
  
• Weakly labelled audioset tagging with attention neural networks [pdf] [code]
  Qiuqiang Kong, Changsong Yu, Yong Xu, Turab Iqbal, Wenwu Wang, Mark D. Plumbley
  IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2019
  
• Single-Channel Signal Separation and Deconvolution with Generative Adversarial Networks [pdf] [code]
  Kong, Qiuqiang, Yong Xu, Wenwu Wang, Philip J. B. Jackson, Mark D. Plumbley
  IJCAI 2019
  
• Polyphonic Sound Event Detection and Localization using a Two-Stage Strategy [pdf] [code] Best reproducible award
  Yin Cao*, Qiuqiang Kong*, Turab Iqbal, Fengyan An, Wenwu Wang, Mark D. Plumbley
  DCASE Workshop 2019
  
• Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection [pdf]
  Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos
  ICASSP 2019
  
• Acoustic Scene Generation with Conditional Samplernn [pdf] [code]
  Qiuqiang Kong, Yong Xu, Turab Iqbal, Yin Cao, Wenwu Wang, Mark D. Plumbley
  ICASSP 2019
  
• Attention-based Atrous Convolutional Neural Networks: Visualisation and Understanding Perspectives of Acoustic Scenes [pdf]
  Zhao Ren, Qiuqiang Kong, Jing Han, Mark D. Plumbley, Björn W. Schuller
  ICASSP 2019
  
• Sound Event Detection with Sequentially Labelled Data Based on Connectionist Temporal Classification and Unsupervised Clustering [pdf] [code]
  Yuanbo Hou, Qiuqiang Kong, Shengchen Li, and Mark D. Plumbley
  ICASSP 2019
  
• Sound Event Detection and Time–Frequency Segmentation from Weakly Labelled Data [pdf] [code]
  Qiuqiang Kong, Yong Xu, Iwona Sobieraj, Wenwu Wang, Mark D. Plumbley
  IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 2019
  
• Capsule routing for sound event detection [pdf] [code]
  Turab Iqbal, Yong Xu, Qiuqiang Kong, Wenwu Wang
  EUSIPCO 2018
  
• DCASE 2018 Challenge baseline with convolutional neural networks [pdf] [code]
  Qiuqiang Kong, Turab Iqbal, Yong Xu, Wenwu Wang, Mark D. Plumbley
  DCASE Workshop 2018
  
• Multi-level attention model for weakly supervised audio classification [pdf] [code]
  Changsong Yu, Karim Said Barsim, Qiuqiang Kong, Bin Yang
  DCASE Workshop 2018
  
• A joint separation-classification model for sound event detection of weakly labelled data [pdf] [code]
  Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley
  ICASSP 2018
  
• Audio set classification with attention model: A probabilistic perspective [pdf] [code]
  Qiuqiang Kong, Yong Xu, Wenwu Wang, and Mark D. Plumbley
  ICASSP 2018
  
• Large-scale weakly supervised audio classification using gated convolutional neural network [pdf] [code]
  Xu, Yong*, Qiuqiang Kong*, Wenwu Wang, and Mark D. Plumbley
  ICASSP 2018
  
• Convolutional gated recurrent neural network incorporating spatial features for audio tagging [pdf]
  Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, Mark D. Plumbley
  IJCNN 2017
  
• Attention and localization based on a deep convolutional recurrent model for weakly supervised audio tagging [pdf] [code]
  Yong Xu, Qiuqiang Kong, Qiang Huang, Wenwu Wang, and Mark D. Plumbley
  INTERSPEECH 2017
  
• A joint detection-classification model for audio tagging of weakly labelled data [pdf] [code]
  Qiuqiang Kong, Yong Xu, Wenwu Wang, Mark D. Plumbley
  ICASSP 2017
  
• Deep neural network baseline for DCASE challenge 2016 [pdf] [code]
  Qiuqiang Kong, Iwona Sobieraj, Wenwu Wang, Mark Plumbley
  DCASE Workshop 2016