impact of enhanced labeling on fsd50k

[MichaelB0312]

Hi,

I used your pretrained 5th percentile, however it seems that it doesn't have a considerable effect as you can from Label histogram( music and musical instrument are still dominating). I wonder what will make fsd50k more balanced?
Is the provided json include also balancing process, as described in the article?

Thanks

Classic labels: (we splitted the 200 categories to 8 histograms for visibility).

With Label Enhancement: