10.5281/zenodo.1247000
https://zenodo.org/records/1247000
oai:zenodo.org:1247000
Gert Dekkers
Gert Dekkers
KU Leuven
Peter Karsmakers
Peter Karsmakers
KU Leuven
DCASE 2018, Task 5: Monitoring of domestic activities based on multi-channel acoustics - Development dataset
Zenodo
2018
DCASE
activity of the daily living
home environment
audio
multi-channel
machine learning
Steven Lauwereins
Steven Lauwereins
KU Leuven
Bart Thoen
Bart Thoen
KU Leuven
Mulu Weldegebreal Adhana
Mulu Weldegebreal Adhana
KU Leuven
Henk Brouckxon
Henk Brouckxon
Vrije Universiteit Brussel
Bertold Van den Bergh
Bertold Van den Bergh
KU Leuven
Toon van Waterschoot
Toon van Waterschoot
KU Leuven
Bart Vanrumste
Bart Vanrumste
KU Leuven
2018-05-14
eng
10.5281/zenodo.1195854
1.0.3
Creative Commons Attribution Non Commercial 4.0 International
This repository contains the development data of task 5 of the DCASE 2018 challenge. The dataset is a derivative of the SINS database.
The SINS database contains a continuous recording of one person living in a vacation home over a period of one week. The recordings were manually annotated on daily activity level: "Cooking", "Dishwashing", "Eating", "Social activity (visit, phone call)", "Vacuum cleaning", "Watching TV", "Working", "Presence" and "Absence". More information can be found on (please cite this paper when using the dataset):
Dekkers G., Lauwereins S., Thoen B., Adhana M., Brouckxon H., Van den Bergh B., van Waterschoot T., Vanrumste B., Verhelst M., Karsmakers P. (2017). The SINS database for detection of daily activities in a home environment using an Acoustic Sensor Network. Detection and Classification of Acoustic Scenes and Events 2017 (accepted). DCASE Workshop. München, Germany, 16-17 November 2017.
The derivative of the SINS database, 'DCASE 2018 – Task 5 development dataset' consists of data collected by 4 microphone arrays in the combined living room and kitchen area. The continuous recordings were split into audio segments of 10s. These audio segments are provided as individual files along with the ground truth. In total 72984 segments are made available, leading to approximately 200 hours of data.
More information about the challenge and the specific dataset can be found here. Information solely related to the content of the dataset is available in 'DCASE2018-task5-dev.doc.zip'.
By accessing or using this database, the user accepts the provided EULA (available in DCASE2018-task5-dev.doc.zip).