Folllowing are the papers associated with this project:
Journal version: Self-supervised ECG Representation Learning for Emotion Recognition Authors: Sarkar and Etemad
Conference version: Self-Supervised Learning for ECG-Based Emotion Recognition Authors: Sarkar and Etemad
implementation: this directory contains all of our source codes.
load_model: this directory contains the pretrained self-supervised model and sample codes to use it.
tips:
note:
Please cite our papers for any purpose of usage.
@misc{sarkar2020selfsupervised,
title={Self-supervised ECG Representation Learning for Emotion Recognition},
author={Pritam Sarkar and Ali Etemad},
year={2020},
eprint={2002.03898},
archivePrefix={arXiv},
primaryClass={eess.SP}
}
@INPROCEEDINGS{sarkar2019selfsupervised,
author={P. {Sarkar} and A. {Etemad}},
booktitle={ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
title={Self-Supervised Learning for ECG-Based Emotion Recognition},
year={2020},
volume={},
number={},
pages={3217-3221},}
If you have any query or want to chat with me regarding our work please reach me at pritam.sarkar@queensu.ca or connect me in LinkedIN.