To change Audio Quality in iTunes, follow the given steps.
Open iTunes.
Click Edit > Preferences.
Go to the Playback tab.
Change Videoplayback Quality and Maximum Resolution from the drop-down menu.
From the drop-down menu, you can select how you want your audio to be, if you want to save your data or you have a slow Internet, dial the resolution and quality back.