PME4: Emotion Recognition with Audio, Video, EEG, and EMG

PME4 is a posed multimodal emotion dataset with four modalities (PME4): audio, video, EEG, and EMG. Data were collected from 11 human subjects (five female and six male individuals) who were students in acting after informed consent was obtained. This dataset consists of recognizing the six basic human emotions (anger, fear, disgust, sadness, happiness, and surprise) plus a neutral emotion for a total of seven emotions. For more dataset details, please check out: https://github.com/jinchen1036/PME4-Emotion-Recognition/blob/main/PME4_dataset.mdPME4是一款摆拍式多模态情感数据集，涵盖音频、视频、脑电图（Electroencephalogram, EEG）与肌电图（Electromyogram, EMG）四种模态。该数据集的数据采集自11名经过知情同意的表演专业学生受试者，其中女性5名，男性6名。本数据集的任务为识别人类六种基础情感（愤怒、恐惧、厌恶、悲伤、快乐与惊讶）外加中性情感，共计七种情感类别。如需了解更多数据集详情，请访问：https://github.com/jinchen1036/PME4-Emotion-Recognition/blob/main/PME4_dataset.md