For example, after the CLEAR'07 international evaluations [12], where AED was carried out with meeting room seminars, it became clear that time overlapping of acoustic events (AEs) was a major source of detection errors [13].
Wound healing, regardless of the aetiology of the wound, involves an overlapping sequence of events that culminate in remodelling of the extracellular matrix and restoration of tissue integrity.
Although this double labeling has the drawback of double processing, this is a more natural representation since we permit overlapping between events of different categories.
Details of the overlap of events across each chromosome are available directly in the interface as a table or in a separate file.
In other words, it considers the overlapping of acoustic events as long as those events are not assigned to the same single resolution classifier.
In this paper, we address the challenging task of simultaneous recognition of overlapping sound events from single channel audio.
The detection of overlapping events will produce a polyphonic event sequence as an output.
Hence, the detection of overlapping sound events is an important aspect for more robust and realistic sound event detection system.
In most occasions, EPSCs detected by the software and the human operator matched quite well, with software detection performing better than the human in identification of overlapping synaptic events (see the arrow heads in Figure 5).
