I've always been a die-hard fan of Winamp, but that all stemmed from attempting to use Windows Media on an old as F*ck Windows ME pc -_-;;; the memory usage for Winamp has always been fairly low, and ever since it's Media Library came to existence it's always been the best for me.
From 0 to KICKASS in .stupid seconds.