Slurping ramen, soba, and udon is a compliment to the chef and helps cool the noodles. Quiet eating signals you don't enjoy the food.
This applies specifically to noodle dishes, not rice or other foods. Soup is also fine to slurp from the bowl.
Don't slurp pasta in an Italian restaurant in Tokyo — that's a different cuisine and the rule doesn't transfer.