Oliver Bones

Generalisation in Environmental Sound Classification: The 'Making Sense of Sounds' Data Set and Challenge

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 these categories. In this paper we report on the crea…