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20172022
most citedOn Mean Absolute Error for Deep Neural Network Based Vector-to-Vector Regression

303 citations · 631 across the 26 of their papers we have counts for

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Showing 2018Show all

9 papers · 1 filter

cs.CV2018

Writer-Aware CNN for Parsimonious HMM-Based Offline Handwritten Chinese Text Recognition

Zi-Rui Wang, Jun Du, Jia-Ming Wang

Recently, the hybrid convolutional neural network hidden Markov model (CNN-HMM) has been introduced for offline handwritten Chinese text recognition (HCTR) and has achieved state-o…

cs.CV2018

TextMountain: Accurate Scene Text Detection via Instance Segmentation

Yixing Zhu, Jun Du

In this paper, we propose a novel scene text detection method named TextMountain. The key idea of TextMountain is making full use of border-center information. Different from previ…

eess.AS2018

Acoustics-guided evaluation (AGE): a new measure for estimating performance of speech enhancement algorithms for robust ASR

Li Chai, Jun Du, Chin-Hui Lee

One challenging problem of robust automatic speech recognition (ASR) is how to measure the goodness of a speech enhancement algorithm (SEA) without calculating the word error rate…

cs.CV2018

Parsimonious HMMs for Offline Handwritten Chinese Text Recognition

Wenchao Wang, Jun Du, Zi-Rui Wang

Recently, hidden Markov models (HMMs) have achieved promising results for offline handwritten Chinese text recognition. However, due to the large vocabulary of Chinese characters w…

cs.CV2018

DenseRAN for Offline Handwritten Chinese Character Recognition

Wenchao Wang, Jianshu Zhang, Jun Du +2

Recently, great success has been achieved in offline handwritten Chinese character recognition by using deep learning methods. Chinese characters are mainly logographic and consist…

cs.SD2018

Attention Based Fully Convolutional Network for Speech Emotion Recognition

Yuanyuan Zhang, Jun Du, Zirui Wang +1

Speech emotion recognition is a challenging task for three main reasons: 1) human emotion is abstract, which means it is hard to distinguish; 2) in general, human emotion can only…