34 citations · 71 across the 7 of their papers we have counts for
7 papers
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…
Ensemble Defense with Data Diversity: Weak Correlation Implies Strong Robustness
Renjue Li, Hanwei Zhang, Pengfei Yang +4
In this paper, we propose a framework of filter-based ensemble of deep neuralnetworks (DNNs) to defend against adversarial attacks. The framework builds an ensemble of sub-models -…
PyDraw: a GUI drawing generator based on Tkinter and its design concept
Jinwei Lin, Aimin Zhou
The emergence of GUI is a great progress in the history of computer science and software design. GUI makes human computer interaction more simple and interesting. Python, as a popu…