There are two kinds of compression. Lossless and Lossy compression.

Lossless compression doesn't change the sound at all, Lossy doesn't change it noticibly unless an agressive lossy percentage is specified by the user.

compressing computer files (data, sound, programs) has nothing to do with sound compression.