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- [2019] Yixing Zhu, Chixiang Ma, Jun Du, “Rotated cascade R-CNN: A shape robust detector with coordinate regression” , Pattern Recognition, 2019: 106964 .
- [2019] Li Chai, Jun Du, Qing-feng Liu, Chin-Hui Lee, “Using Generalized Gaussian Distributions to Improve Regression Error Modeling for Deep Learning-Based Speech Enhancement”, , accepted in IEEE/ACM Transactions on Audio, Speech and Language Processing TASLP .
- [2019] Lei Sun, Jun Du, Tian Gao, Yi Fang, Feng Ma, Chin-Hui Lee, “A Speaker-Dependent Approach to Separation of Far-Field Multi-Talker Microphone Array Speech for Front-End Processing in the CHiME-5 Challenge” , IEEE Journal of Selected Topics in Signal Processing, 2019, 134: 827-840 .
- [2019] Yan-Hui Tu, Jun Du, Lei Sun, Feng Ma, Hai-Kun Wang, Jing-Dong Chen, Chin-Hui Lee, “An iterative mask estimation approach to deep learning based multi-channel speech recognition” , Speech Communication 106, 31-43 .
- [2019] Xin Tang, Jun Du, Li Chai, Yannan Wang, and Chin Hui Lee, "A lstm-based joint progressive learning framework for simultaneous speech dereverberation and denoising", Accepted by APSIPA ASC 2019.
- [2019] Nan Zhou, Jun Du, Yan-Hui Tu, Tian Gao, Chin-Hui Lee, "A Speech Enhancement Neural Network Architecture with SNR-Progressive Multi-Target Learning for Robust Speech Recognition", Accepted by APSIPA ASC 2019.
- [2019] Hengshun Zhou, Debin Meng, Yuanyuan Zhang, Xiaojiang Peng, Jun Du, Kai Wang, Yu Qiao, "Exploring Emotion Features and Fusion Strategies for Audio-Video Emotion Recognition", International Conference on Multimodal Interaction 2019: 562-566.
- [2019] Yuanyuan Zhang, Zi-Rui Wang and Jun Du, “Deep Fusion: An Attention Guided Factorized Bilinear Pooling for Audio-video Emotion Recognition,”, Accepted by IJCNN 2019.
- [2019] Jiaming Wang, Jianshu Zhang, Zi-Rui Wang, Jun Du, “Multi-modal Attention Network for Handwritten Mathematical Expression Recognition,”, Accepted by Proc ICDAR 2019.
- [2019] Changjie Wu, Zi-Rui Wang, Jun Du, Jianshu Zhang and Jiaming Wang, “Joint Spatial and Radical Analysis Network For Distorted Chinese Character Recognition,”, accepted in ICDAR Workshop 2019.
- [2019] Li Chai, Jun Du and Chin-Hui Lee, “KL-divergence Regularized Deep Neural Network Adaptation for Low-resource Speaker-dependent Speech Enhancement,” , accepted in INTERSPEECH 2019 .
- [2019] Li Chai, Jun Du and Chin-Hui Lee, A Cross-entropy-guided CEG Measure for Speech Enhancement Front-end Assessing Performances of Back-end Automatic Speech Recognition,” , accepted in INTERSPEECH 2019 .
- [2019] Feng Ma, Li Chai, Jun Du, Diyuan Liu, Zhongfu Ye and Chin-Hui Lee, “Acoustic Model Ensembling Using Effective Data Augmentation for CHiME-5 Challenge,” , accepted in INTERSPEECH 2019 .
- [2019] Xue Bai, Jun Du, Zi-Rui Wang, Chin-Hui Lee, “A Hybrid Approach to Acoustic Scene Classification Based on Universal Acoustic Models,” , accepted in INTERSPEECH 2019 .
- [2019] Yan-Hui Tu, Jun Du, Chin-Hui Lee, “DNN Training Based on Classic Gain Function for Single-channel Speech Enhancement and Recognition” , accepted in ICASSP 2019 .