253 citations · 580 across the 27 of their papers we have counts for
4 papers · 1 filter
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition
Haiyang Sun, Fulin Zhang, Yingying Gao +3
Speech Emotion Recognition (SER) is an important research topic in human-computer interaction. Many recent works focus on directly extracting emotional cues through pre-trained kno…
EmotionNAS: Two-stream Neural Architecture Search for Speech Emotion Recognition
Haiyang Sun, Zheng Lian, Bin Liu +6
Speech emotion recognition (SER) is an important research topic in human-computer interaction. Existing works mainly rely on human expertise to design models. Despite their success…
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…