A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues
This repository contains the source codes for our submissions to OMG Emotion Challenge 2018. Method descriptions can be found here.
Team Member: Songyou Peng, Le Zhang, Yutong Ban, Meng Fang, Stefan Winkler
Requirements
Preprocessing
Every video should be pre-processed as follows:
- Extract frames and apply MTCNN to align faces
- Extract WAV files and calculate STFT
Citation
If you use the code (only for research), please consider citing our paper:
@inproceedings{peng2018omg,
author = {Peng, Songyou and Zhang, Le and Ban, Yutong and Fang, Meng and Winkler, Stefan},
title = {{A Deep Network for Arousal-Valence Emotion Prediction with Acoustic-Visual Cues}},
year = {2018},
booktitle = {arxiv},
}Contact Songyou Peng ✉️ for questions, comments and reporting bugs.