Here's a breakdown:
* Dee: like the "dee" in "deer"
* Vi: like the "vi" in "victory"
* NOH: like the "no" in "know" but with a slightly more drawn-out "o" sound
* Room: like the "room" in "bedroom"
It's a Latin word, so the pronunciation follows the rules of Latin.