sherbet: adding a base or not?
TIL Sherbet powder... 

According to Wikipedia, you mix and match other carbonates

"...And the base may be sodium bicarbonate, sodium carbonate, magnesium carbonate,or a mixture of these and/or other similar carbonates..."

Maybe a mix of those will help in making that taste less.