Published July 24, 2024 | Version v1
Dataset Restricted

ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition

Creators

  • 1. ROR icon Hong Kong University of Science and Technology

Description

ERIT is a novel multimodal dataset designed to facilitate research in elderly emotion recognition. The dataset contains lightweight text and image data collected
from videos of elderly individuals reacting to various stimuli. The dataset includes transcriptions of the speech and emotion labels extracted from the video frames. It was created for multimodal fusion evaluation, but can be also used for elderly emotion recognition from the image.

Files

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Agreement Statement

By accessing the ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition and Multimodal Fusion Evaluation, you agree to the following terms:

  1. You will credit the authors of the dataset as follows:

    Frieske, R., & Shi, B. E. (2024). ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition and Multimodal Fusion Evaluation. arXiv:2407.17772. Available at: https://arxiv.org/abs/2407.17772

  2. You will use the dataset solely for research purposes and in accordance with fair use guidelines.

  3. You will ensure that any publication resulting from the use of this dataset includes proper citation of the authors.

Frieske, R. (2024). ERIT Lightweight Multimodal Dataset for Elderly Emotion Recognition [Data set]. Zenodo. https://doi.org/10.5281/zenodo.12803448

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Additional details

Software

Repository URL
https://github.com/khleeloo/ERIT
Programming language
Python
Development Status
Active