We pronounce it hum'-us here, too, but I just checked on Google, and read some discussions where some people are saying that the correct pronunciation is hoo-moos, where the hoo is pronounced like the oo in book. There are other pronunciations, too, but I think American is hum'-us.
English, Spanish, & Hebrew pronunciations.
http://forvo.com/word/hummus/#en