The taste of water can also change when the air ordinarily dissolved in it is lost as when it gets warm on standing for a few hours in a glass,and is seen as bubbles clinging to the side of the glass.The water is then said to be stale.
I am a bit skeptical about the assertion that good beer can be made from bad tasting water.