Emotional Reaction Intensity(ERI) estimation is an important task in multimodal scenarios, and has fundamental applications in medicine, safe driving and other fields. In this paper, we propose a solution to the ERI challenge of the fifth Affective Behavior Analysis in-the-wild(ABAW), a dual-branch based multi-output regression model. The spatial attention is used to better extract visual features, and the Mel-Frequency Cepstral Coefficients technology extracts acoustic features, and a method named modality dropout is added to fusion multimodal features. Our method achieves excellent results on the official validation set.
Universidad de Buenos Aires（布宜诺斯艾利斯大学）；Universidade Federal do Rio Grande do Norte（北里奥格兰德联邦大学）；Universidade Federal de Pernambuco（伯南布哥联邦大学）；Universidad Torcuato Di Tella（托尔夸托·迪·特利亚大学）；IBM（国际商业机器公司）
Evaluating Large Language Models Against Human Annotators in Latent Content Analysis: Sentiment, Political Leaning, Emotional Intensity, and Sarcasm
Institute for Artificial Intelligence Research and Development of Serbia（塞尔维亚人工智能研究与发展研究所）；University of Belgrade（贝尔格莱德大学）；Institute for Philosophy and Social Theory（哲学与社会理论研究所）；Rheinland-Pfälzische Technische Universität Kaiserslautern-Landau (RPTU)（莱茵兰-普法尔茨州 Kaiserslautern-Landau 应用科技大学）；German Research Centre for Artificial Intelligence (DFKI)（德国人工智能研究中心）；Vilnius Gediminas Technical University（维尔纽斯格迪米纳斯技术大学）；Drexel University（德雷塞尔大学）；University of Montenegro（黑山大学）；Faculty of Dramatic Arts（戏剧艺术学院）；University of Kragujevac（克拉古耶瓦茨大学）；Faculty of Engineering（工程学院）
The Emotional Baby Is Truly Deadly: Does your Multimodal Large Reasoning Model Have Emotional Flattery towards Humans?
Institute of Information Engineering, Chinese Academy of Sciences（中国科学院信息工程研究所）；Nanyang Technological University（南洋理工大学）；University of Chinese Academy of Sciences（中国科学院大学）
Expressive Prompting: Improving Emotion Intensity and Speaker Consistency in Zero-Shot TTS
Tianjin Key Laboratory of Cognitive Computing and Application, College of Intelligence and Computing, Tianjin University（天津大学智能与计算学部认知计算与应用天津市重点实验室）；Kuaishou Technology Co., Ltd（快手科技有限公司）；Institute of Artificial Intelligence, China Telecom（中国电信人工智能研究院）；Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences（中国科学院深圳先进技术研究院）；Huiyan Technology (Tianjin) Co., Ltd（慧眼科技（天津）有限公司）
