Answer
The bubble’s mass does not change because the amount of air is the same.
Its volume increases because the water pressure around it decreases as the bubble rises (page 246) so the bubble expands.
As the bubble gets larger, and its mass stays the same, its density decreases (same mass divided by a larger volume).