Assuming we're talking about 'Music', the media player that came pre-installed on the Incredible:
Open the Music app.
Tap the three "lines" left of the Back/Play/Forward buttons
You'll see the artists listed out line by line.
Tap and hold the name of the artist you want to delete
A message box...