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.md

PME4（全称为Posed Multimodal Emotion Dataset）是一款表演式多模态情绪数据集，涵盖音频、视频、脑电图（Electroencephalogram, EEG）与肌电图（Electromyogram, EMG）四种模态。本数据集的数据采集自11名表演专业学生受试者，其中女性5名、男性6名，所有受试者均已签署知情同意书。该数据集面向七类情绪识别任务，涵盖人类六种基本情绪（愤怒、恐惧、厌恶、悲伤、快乐与惊讶）及中性情绪。如需获取更多数据集相关细节，请访问：https://github.com/jinchen1036/PME4-Emotion-Recognition/blob/main/PME4_dataset.md