Here's a breakdown:
* SITH: Sounds like the word "sith" in "sith lord."
* ee: Sounds like the "ee" in "see."
* uh: Sounds like the "uh" in "cup."
It's important to note that there are other pronunciations, particularly in historical contexts, but this is the most widely accepted and common pronunciation today.