64 citations · 194 across the 8 of their papers we have counts for
8 papers
Domain adversarial learning for emotion recognition
Zheng Lian, Jianhua Tao, Bin Liu +1
In practical applications for emotion recognition, users do not always exist in the training corpus. The mismatch between training speakers and testing speakers affects the perform…
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition
Zheng Lian, Jianhua Tao, Bin Liu +1
Prior works on speech emotion recognition utilize various unsupervised learning approaches to deal with low-resource samples. However, these methods pay less attention to modeling…
Conversational Emotion Analysis via Attention Mechanisms
Zheng Lian, Jianhua Tao, Bin Liu +1
Different from the emotion recognition in individual utterances, we propose a multimodal learning framework using relation and dependencies among the utterances for conversational…
Expression Analysis Based on Face Regions in Read-world Conditions
Zheng Lian, Ya Li, Jian-Hua Tao +2
Facial emotion recognition is an essential and important aspect of the field of human-machine interaction. Past research on facial emotion recognition focuses on the laboratory env…
Speech Emotion Recognition via Contrastive Loss under Siamese Networks
Zheng Lian, Ya Li, Jianhua Tao +1
Speech emotion recognition is an important aspect of human-computer interaction. Prior work proposes various end-to-end models to improve the classification performance. However, m…
Improving speech emotion recognition via Transformer-based Predictive Coding through transfer learning
Zheng Lian, Ya Li, Jianhua Tao +1
I have submitted a new version to arXiv:1910.13806. I forget to choose to replace the old version, but submitted a new one. It's my mistake.
Investigation of Multimodal Features, Classifiers and Fusion Methods for Emotion Recognition
Zheng Lian, Ya Li, Jianhua Tao +1
Automatic emotion recognition is a challenging task. In this paper, we present our effort for the audio-video based sub-challenge of the Emotion Recognition in the Wild (EmotiW) 20…
A pairwise discriminative task for speech emotion recognition
Zheng Lian, Ya Li, Jianhua Tao +1
I have submitted a new version to arXiv:1910.11174. I forget to choose to replace the old version, but submitted a new one. It's my mistake.