Do you use Time Machine?
Have you checked to see if your disk space is being "eaten up" by local backups or "snapshots"?
Have you considered removing them?
If you use TM, my advice is to STOP using it, in favor of a "cloned backup solution" created by either CarbonCopyCloner or SuperDuper.