33 citations · 57 across the 3 of their papers we have counts for
3 papers
eess.AS2019★ 7 cited
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…
eess.AS2019★ 17 cited
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…
cs.CL2019★ 33 cited
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…