FluSense-data
AudioSet data (originally released by Google) labeled for the FluSense project (https://dl.acm.org/doi/10.1145/3381014).
This repository only contains annotations for the audio files. To download the original audio dataset, please use the following link: Google Drive
The TextGrid (output format of "praat" annotation tool) annotation files are under flusense_data folder. There is a python example that can be used for getting duration statistics for each label in the dataset using "praatIO" package. However, many other packages can achieve the same goal.
Labels
The avialable labels are:
- cough
- sneeze
- sniffle
- throat-clearing
- speech
- etc (i.e everything else)
There are also some other events that were labeled, but their total duration in the dataset is very small.
Citation
If you find our work useful please cite our work at:
@article{10.1145/3381014,
author = {Al Hossain, Forsad and Lover, Andrew A. and Corey, George A. and Reich, Nicholas G. and Rahman, Tauhidur},
title = {FluSense: A Contactless Syndromic Surveillance Platform for Influenza-Like Illness in Hospital Waiting Areas},
year = {2020},
issue_date = {March 2020},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {4},
number = {1},
url = {https://doi.org/10.1145/3381014},
doi = {10.1145/3381014},
journal = {Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.},
month = mar,
articleno = {Article 1},
numpages = {28},
keywords = {Contactless Sensing, Crowd Behavior Mining, Edge Computing, Influenza Surveillance}
}