Audacious is a minimal audio player, but even it ships with lots of plugins. And most of these are enabled out of the box, especially on older versions of Audacious! I like to run it with the absolute minimal plugins.
The only plugins I require in Audacious 3.6.2:
The only plugins I require in Audacious 3.4.3:
Tried with: Ubuntu 14.04