64 citations · 161 across the 5 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…
Towards Fine-Grained Prosody Control for Voice Conversion
Zheng Lian, Zhengqi Wen
In a typical voice conversion system, prior works utilize various acoustic features (e.g., the pitch, voiced/unvoiced flag, aperiodicity) of the source speech to control the prosod…