Audio-Visual Fusion for Emotion Recognition in the Valence-Arousal Space Using Joint Cross-Attention

Keyphrases

• Emotion Recognition 100%
• Audio-visual Fusion 100%
• Cross-attention 100%
• Valence-arousal Space 100%
• Modal 66%
• Audio-visual Modality 66%
• Cross-attention Module 66%
• Performance Improvement 33%
• Automatic Emotion Recognition 33%
• Noisy-OR 33%
• Diverse Sources 33%
• Vocal 33%
• Information Providing 33%
• Audiovisual Features 33%
• Fusion Technique 33%
• Recognition-based 33%
• Audio 33%
• Real-world Application 33%
• Fusion Model 33%
• Emotional State 33%
• Cost-effective Solution 33%
• Vanilla 33%
• Multimodal Approach 33%
• Visual Relationship 33%
• Dimensional Emotion Recognition 33%
• Attention Weight 33%
• Attention Model 33%
• Attention Mechanism 33%
• Recurrent Network 33%
• Complementary Nature 33%
• Weight-based 33%
• Intramodal 33%
• Aff-Wild2 33%
• Missing Modality 33%
• Joint Feature Representation 33%
• Visual Feature Representation 33%
• Complementary Sources 33%

Computer Science

• World Application 100%
• Emotional State 100%
• Effective Solution 100%
• Fusion Technique 100%
• Multimodal Approach 100%
• Recurrent Network 100%
• Visual Feature 100%
• Attention (Machine Learning) 100%