34 citations · 67 across the 6 of their papers we have counts for
6 papers
Robust Dynamic Facial Expression Recognition
Feng Liu, Hanyang Wang, Siyuan Shen
The study of Dynamic Facial Expression Recognition (DFER) is a nascent field of research that involves the automated recognition of facial expressions in video data. Although exist…
Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
Siyuan Shen, Yu Gao, Feng Liu +2
The mainstream paradigm of speech emotion recognition (SER) is identifying the single emotion label of the entire utterance. This line of works neglect the emotion dynamics at fine…
Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Siyuan Shen, Feng Liu, Aimin Zhou
Fueled by recent advances of self-supervised models, pre-trained speech representations proved effective for the downstream speech emotion recognition (SER) task. Most prior works…
LMR-CBT: Learning Modality-fused Representations with CB-Transformer for Multimodal Emotion Recognition from Unaligned Multimodal Sequences
Ziwang Fu, Feng Liu, Hanyang Wang +5
Learning modality-fused representations and processing unaligned multimodal sequences are meaningful and challenging in multimodal emotion recognition. Existing approaches use dire…
A cross-modal fusion network based on self-attention and residual structure for multimodal emotion recognition
Ziwang Fu, Feng Liu, Hanyang Wang +4
The audio-video based multimodal emotion recognition has attracted a lot of attention due to its robust performance. Most of the existing methods focus on proposing different cross…
EvoGAN: An Evolutionary Computation Assisted GAN
Feng Liu, HanYang Wang, Jiahao Zhang +4
The image synthesis technique is relatively well established which can generate facial images that are indistinguishable even by human beings. However, all of these approaches uses…