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Each context contains 9 to 16 event classes and many event classes appear in multiple contexts (e.g., speech).
Precision is defined as the number of correctly detected sound event classes divided by the total number of event classes detected within the block.
Recall is defined as the number of correctly detected sound event classes divided by the number of all annotated event classes within the block.
The procedure of assigning training material to the event classes is illustrated in Figure 1.
The event labels used in the annotations were manually grouped into 61 distinct event classes.
As expected in a natural auditory scenes, the event classes are not well balanced.
Similar(32)
It was the only event classed as a "major accident" by the International Atomic Energy Agency until the 2011 meltdowns in Fukushima, Japan.
The Guardian event Class Wars, earlier this week, considered what class means and whether it still matters, with journalists Owen Jones, Rachel Johnson and Lynsey Hanley joined by the academic Prof Mike Savage.
The number of Gaussian distributions per state in the sound event models was fixed to 16 for each event class.
Finally, the design concepts of event class come from command pattern, i.e., event instance, to control system operation.
Thus, each event instance annotated represents one training sample for the model of the event class regardless whether there were overlapping events present or not.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com