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 (<em>anger</em>, <em>fear</em>, <em>disgust</em>, <em>sadness</em>, <em>happiness</em>, and <em>surprise</em>) plus a <em>neutral</em> emotion for a total of seven emotions. <br> For more dataset details, please check out: https://github.com/jinchen1036/PME4-Emotion-Recognition/blob/main/PME4_dataset.md <br>

PME4是一款姿态诱导型多模态情绪数据集，涵盖四种模态：音频、视频、脑电图（Electroencephalogram, EEG）与肌电图（Electromyogram, EMG）。
本数据集的数据采集自11名人类受试者（5名女性、6名男性），受试者均为表演专业学生，且所有参与者均已签署知情同意书。
该数据集面向七类情绪的识别任务，包含人类六种基本情绪——愤怒（anger）、恐惧（fear）、厌恶（disgust）、悲伤（sadness）、快乐（happiness）与惊讶（surprise），外加中性情绪（neutral），共计七类情绪。
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