Also, here's an image of those bubbles:
They come out of the filter, which was changed day before yesterday. There was also an oily looking substance covering the top, which made me immediately change the water and change the filter. The oil is completely gone, but the bubbles haven't really disappeared, even though I've scooped them out manually.