Search Results for author: Kun-Hong Liu

Found 6 papers, 1 papers with code

GM-TCNet: Gated Multi-scale Temporal Convolutional Network using Emotion Causality for Speech Emotion Recognition

1 code implementation28 Oct 2022 Jia-Xin Ye, Xin-Cheng Wen, Xuan-Ze Wang, Yong Xu, Yan Luo, Chang-Li Wu, Li-Yan Chen, Kun-Hong Liu

In this paper, we propose a Gated Multi-scale Temporal Convolutional Network (GM-TCNet) to construct a novel emotional causality representation learning component with a multi-scale receptive field.

Representation Learning Speech Emotion Recognition

CTL-MTNet: A Novel CapsNet and Transfer Learning-Based Mixed Task Net for the Single-Corpus and Cross-Corpus Speech Emotion Recognition

no code implementations18 Jul 2022 Xin-Cheng Wen, Jia-Xin Ye, Yan Luo, Yong Xu, Xuan-Ze Wang, Chang-Li Wu, Kun-Hong Liu

For the single-corpus task, the combination of Convolution-Pooling and Attention CapsNet module CPAC) is designed by embedding the self-attention mechanism to the CapsNet, guiding the module to focus on the important features that can be fed into different capsules.

Cross-corpus Speech Emotion Recognition +1

Efficient Neural Network Approaches for Leather Defect Classification

no code implementations15 Jun 2019 Sze-Teng Liong, Y. S. Gan, Kun-Hong Liu, Tran Quang Binh, Cong Tue Le, Chien An Wu, Cheng-Yan Yang, Yen-Chang Huang

Genuine leather, such as the hides of cows, crocodiles, lizards and goats usually contain natural and artificial defects, like holes, fly bites, tick marks, veining, cuts, wrinkles and others.

Classification Edge Detection +2

Evaluation of the Spatio-Temporal features and GAN for Micro-expression Recognition System

no code implementations3 Apr 2019 Sze-Teng Liong, Y. S. Gan, Danna Zheng, Shu-Meng Lic, Hao-Xuan Xua, Han-Zhe Zhang, Ran-Ke Lyu, Kun-Hong Liu

In this paper, we first review the processes of a conventional optical-flow-based recognition system, which comprised of facial landmarks annotations, optical flow guided images computation, features extraction and emotion class categorization.

Facial Expression Recognition Micro Expression Recognition +2

A Novel ECOC Algorithm with Centroid Distance Based Soft Coding Scheme

no code implementations22 Jun 2018 Kaijie Feng, Kun-Hong Liu, Beizhan Wang

Instead, we propose a Centroid distance-based Soft coding scheme to indicate such tendency, named as CSECOC.

Cannot find the paper you are looking for? You can Submit a new open access paper.