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- [2017] Yannan Wang, Jun Du, Li-Rong Dai, Chin-Hui Lee，"A gender mixture detection approach to unsupervised single-channel speech separation based on deep neural networks", IEEE/ACM Transactions on Audio, Speech, and Language Processing 257 2017: 1535-1546.
- [2017] Jun Du, Yong Xu，"Hierarchical deep neural network for multivariate regression", Pattern Recognition 63 2017: 149-157.
- [2017] Lei Sun, Jun Du, Zhipeng Xie, Yong Xu, "Auxiliary Features from Laser-Doppler Vibrometer Sensor for Deep Neural Network Based Robust Speech Recognition", Journal of Signal Processing Systems 2017: 1-9.
- [2017] Yan-Hui Tu, Jun Du, Chin-Hui Lee, "A Speaker-Dependent Approach to Single-Channel Joint Speech Separation and Acoustic Modeling Based on Deep Neural Networks for Robust Recognition of Multi-Talker Speech", Journal of Signal Processing Systems 2017: 1-11.
- [2017] Jun Du, Jian-Fang Zhai and Jin-Shui Hu, "Writer adaptation via deeply learned features for online Chinese handwriting recognition", International Journal on Document Analysis and Recognition IJDAR 201 2017: 69-78.
- [2017] Gao T, Du J, Dai L R, et al "A unified DNN approach to speaker-dependent simultaneous speech enhancement and speech separation in low SNR environments", Speech Communication, 2017, 95: 28-39.
- [2017] Yixing Zhu, Jun Du and Jianshu Zhang, "Dual Learning of the Generator and Recognizer for Chinese Characters," in ACPR 2017.
- [2017] Zi-Rui Wang, Jun Du, Jin-Shui Hu and Yu-Long Hu, "Deep convoluional neural network based Hidden Markov Model for Offline Handwritten Chinese Text Recognition," in ACPR 2017.
- [2017] Jianshu Zhang, Jun Du, Lirong Dai, "A gru-based encoder-decoder approach with attention for online handwritten mathematical expression recognition," in ICDAR 2017.
- [2017] Xiao Bao, Tian Gao, Jun Du and Li-Rong Dai, "An investigation of high-resolution modeling units of deep neural networks for acoustic scene classification", Neural Networks IJCNN, 2017 International Joint Conference on IEEE, 2017.
- [2017] Qing Wang, Jun Du, Li-Rong Dai and Chin-Hui Lee, "Joint noise and mask aware training for DNN-based speech enhancement with SUB-band features", Hands-free Speech Communications and Microphone Arrays HSCMA, 2017 IEEE, 2017.
- [2017] Lei Sun, Jun Du, Li-Rong Dai and Chin-Hui Lee, "Multiple-target deep learning for LSTM-RNN based speech enhancement", Hands-free Speech Communications and Microphone Arrays HSCMA, 2017 IEEE, 2017.
- [2017] Yan-Hui Tu, Jun Du, Lei Sun, Feng Ma and Chin-Hui Lee, "On Design of Robust Deep Models for CHiME-4 Multi-Channel Speech Recognition with Multiple Configurations of Array Microphones", Proc Interspeech 2017 2017: 394-398.
- [2017] Yannan Wang, Jun Du, Li-Rong Dai and Chin-Hui Lee, "A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation", Proc Interspeech 2017 2017: 1178-1182.
- [2017] Wang X, Du J, Wang Y "A maximum likelihood approach to deep neural network based speech dereverberation" , Asia-Pacific Signal and Information Processing Association Annual Summit and Conference APSIPA ASC IEEE, 2017: 155-158.