User scenario#
The model benchmark produced in this task should provide evidence-based answers to the following user needs:
“ I have just recovered a new dataset, which has been deployed specifically to record a targeted species A. I took time to annotate the first audio files but I don’t have time to go through the entire dataset. Also, quickly looking randomly at some other sound files, I realize that there might also be other species.
I already have a model for my target species A, but now what kind of models could I use to help me annotate the rest of my dataset ? Should I invest more effort in annotation before automatic tools can help me ? ”