视频情感集

VideoEmotionSet 是一个视频情感识别数据集，包含超过数十万段带有情绪标签的短视频片段。数据涵盖不同人种、性别、年龄、场景与语言背景，每段视频提供同步的人脸表情、语音语调与上下文信息，适用于多模态情绪识别、视频推荐系统、情感计算和人机交互等方向。该数据集支持对人类情绪在真实场景中的表达方式进行深入建模和分析。VideoEmotionSet is a video emotion recognition dataset containing more than hundreds of thousands of short video clips annotated with emotion labels. The dataset covers diverse groups including different ethnicities, genders, age groups, various scenarios and linguistic backgrounds. Each video provides synchronized facial expression features, speech prosody data and contextual information, which is applicable to research fields such as multimodal emotion recognition, video recommendation systems, affective computing and human-computer interaction. This dataset enables in-depth modeling and analysis of human emotional expression in real-world scenarios.

搜集汇总

背景与挑战

背景概述

视频情感集是一个36.29GB的视频情感相关数据集，采用Apache 2.0许可，可通过ModelScope SDK或GIT LFS下载，但缺乏详细描述。