Generalisation in environmental sound classification : the ‘making sense of sounds’ data set and challenge

Kroos, C; Bones, OC; Cao, Y; Harris, LE; Jackson, PJB; Davies, WJ; Wang, W; Cox, TJ; Plumbley, MD

doi:10.1109/ICASSP.2019.8683292

All Outputs (1)

Generalisation in environmental sound classification : the ‘making sense of sounds’ data set and challenge (2019)
Presentation / Conference
Kroos, C., Bones, O., Cao, Y., Harris, L., Jackson, P., Davies, W., …Plumbley, M. (2019, May). Generalisation in environmental sound classification : the ‘making sense of sounds’ data set and challenge. Presented at 44th International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2019), Brighton, UK

Humans are able to identify a large number of environmental sounds and categorise them according to high-level semantic categories, e.g. urban sounds or music. They are also capable of generalising from past experience to new sounds when applying the... Read More about Generalisation in environmental sound classification : the ‘making sense of sounds’ data set and challenge.