DESED 2020Task4 dataset
DESED dataset is the dataset that was used in DCASE 2019 task 4. The dataset for this task is composed of 10 sec audio clips recorded in domestic environment or synthesized using Scaper to simulate a domestic environment. The task focuses on 10 class of sound events that represent a subset of Audioset (not all the classes are present in Audioset, some classes of sound events are including several classes from Audioset):
- Running water
- Vacuum cleaner
- Electric shaver/toothbrush
More information about this dataset and how to generate synthetic soundscapes can be found on DESED website.
There are 3 different datasets:
- Recorded soundscapes (a.k.a. real).
- Soundbank to generate synthetic soundscapes.
- Public evaluation (recorded soundscapes) (a.k.a., Youtube in DCASE19, Vimeo is not available): DESED public eval
DESED dataset is for now composed of 10 event classes in domestic environment.