1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.CL2022
CMSBERT-CLR: Context-driven Modality Shifting BERT with Contrastive Learning for linguistic, visual, acoustic Representations
Junghun Kim, Jihie Kim
Multimodal sentiment analysis has become an increasingly popular research area as the demand for multimodal online content is growing. For multimodal sentiment analysis, words can…
cs.SD2022
Improving Speech Emotion Recognition Through Focus and Calibration Attention Mechanisms
Junghun Kim, Yoojin An, Jihie Kim
Attention has become one of the most commonly used mechanisms in deep learning approaches. The attention mechanism can help the system focus more on the feature space's critical re…
cs.SD2022★ 1 cited
Representation Learning with Graph Neural Networks for Speech Emotion Recognition
Junghun Kim, Jihie Kim
Learning expressive representation is crucial in deep learning. In speech emotion recognition (SER), vacuum regions or noises in the speech interfere with expressive representation…