噪声抑制多模态 Transformer 情感识别（英文版）

英文标题：Noise-Resistant Multimodal Transformer for Emotion Recognition中文摘要：本文介绍了一种应对多模态情感识别中噪声信息干扰的方法，提出了噪声抗性多模态 Transformers 模型，该模型引入了噪声抗性特征提取器 (NRGF) 和噪声感知学习算法。实验结果表明，该方法在多个基准数据集上比已有方法表现更优秀，具有更好的多模态情感识别效果。英文摘要：Multimodal emotion recognition identifies human emotions from various datamodalities like video, text, and audio. However, we found that this task can beeasily affected by noisy information that does not contain useful semantics. Tothis end, we present a novel paradigm that attempts to extr