Jun Du

Overview

Best Publications

• A regression approach to speech enhancement based on deep neural networks

  Yong Xu;Jun Du;Li-Rong Dai;Chin-Hui Lee

  1447
  Citations

• An Experimental Study on Speech Enhancement Based on Deep Neural Networks

  Yong Xu;Jun Du;Li-Rong Dai;Chin-Hui Lee

  1036
  Citations

• On Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression

  Jun Qi;Jun Du;Sabato Marco Siniscalchi;Xiaoli Ma

  474
  Citations

• Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition

  Jianshu Zhang;Jun Du;Shiliang Zhang;Dan Liu

  249
  Citations

• Multiple-target deep learning for LSTM-RNN based speech enhancement

  Lei Sun;Jun Du;Li-Rong Dai;Chin-Hui Lee

  207
  Citations

• Multi-Agent Reinforcement Learning Aided Intelligent UAV Swarm for Target Tracking

  Zhaoyue Xia;Jun Du;Jingjing Wang;Chunxiao Jiang

  195
  Citations

• The Second DIHARD Diarization Challenge: Dataset, Task, and Baselines.

  Neville Ryant;Kenneth Church;Christopher Cieri;Alejandrina Cristià

  187
  Citations

• Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition

  Jianshu Zhang;Jun Du;Lirong Dai

  172
  Citations

• SDN-based Resource Allocation in Edge and Cloud Computing Systems: An Evolutionary Stackelberg Differential Game Approach.

  Jun Du;Chunxiao Jiang;Abderrahim Benslimane;Song Guo

  159
  Citations

• Stochastic Optimization Aided Energy-Efficient Information Collection in Internet of Underwater Things Networks

  Zhengru Fang;Jingjing Wang;Jun Du;Xiangwang Hou

  139
  Citations

• Robust speech recognition with speech enhanced deep neural networks.

  Jun Du;Qing Wang;Tian Gao;Yong Xu

  126
  Citations

• A Four-Stage Data Augmentation Approach to ResNet-Conformer Based Acoustic Modeling for Sound Event Localization and Detection

  Unknown

  122
  Citations

• Track, Attend, and Parse (TAP): An End-to-End Framework for Online Handwritten Mathematical Expression Recognition

  Jianshu Zhang;Jun Du;Lirong Dai

  121
  Citations

• TextMountain: Accurate scene text detection via instance segmentation

  Yixing Zhu;Jun Du

  121
  Citations

• Multi-objective learning and mask-based post-processing for deep neural network based speech enhancement.

  Yong Xu;Jun Du;Zhen Huang;Li-Rong Dai

  117
  Citations

• A speech enhancement approach using piecewise linear approximation of an explicit model of environmental distortions.

  Jun Du;Qiang Huo

  111
  Citations

• Attention Based Fully Convolutional Network for Speech Emotion Recognition

  Yuanyuan Zhang;Jun Du;Zirui Wang;Jianshu Zhang

  107
  Citations

• Dynamic noise aware training for speech enhancement based on deep neural networks.

  Yong Xu;Jun Du;Li-Rong Dai;Chin-Hui Lee

  104
  Citations

• A regression approach to single-channel speech separation via high-resolution deep neural networks

  Jun Du;Yanhui Tu;Li-Rong Dai;Chin-Hui Lee

  103
  Citations

• The Third DIHARD Diarization Challenge

  Neville Ryant;Prachi Singh;Venkat Krishnamohan;Rajat Varma

  100
  Citations

• SNR-Based Progressive Learning of Deep Neural Network for Speech Enhancement.

  Tian Gao;Jun Du;Li-Rong Dai;Chin-Hui Lee

  91
  Citations

• First DIHARD Challenge Evaluation Plan

  Neville Ryant;Kenneth Church;Christopher Cieri;Alejandrina Cristia

  84
  Citations

• Attention Based Fully Convolutional Network for Speech Emotion Recognition

  Yuanyuan Zhang;Jun Du;Zirui Wang;Jianshu Zhang

  72
  Citations