3 papers
cs.CL2025
Modality-Invariant Bidirectional Temporal Representation Distillation Network for Missing Multimodal Sentiment Analysis
Xincheng Wang, Liejun Wang, Yinfeng Yu +1
Multimodal Sentiment Analysis (MSA) integrates diverse modalities(text, audio, and video) to comprehensively analyze and understand individuals' emotional states. However, the real…
eess.AS2024
PCQ: Emotion Recognition in Speech via Progressive Channel Querying
Xincheng Wang, Liejun Wang, Yinfeng Yu +1
In human-computer interaction (HCI), Speech Emotion Recognition (SER) is a key technology for understanding human intentions and emotions. Traditional SER methods struggle to effec…
cs.SD2024
MFHCA: Enhancing Speech Emotion Recognition Via Multi-Spatial Fusion and Hierarchical Cooperative Attention
Xinxin Jiao, Liejun Wang, Yinfeng Yu
Speech emotion recognition is crucial in human-computer interaction, but extracting and using emotional cues from audio poses challenges. This paper introduces MFHCA, a novel metho…