Here's the answer:
“くつを脱いでください”
(kutsu wo nui-de kudasai)
Watch a real native speaker say it:
Here's how it sounds in a textbook:
You could also say:
- 靴を脱いでください
Fun fact: the hundreds of thousands of people learning Japanese with Memrise get this phrase correct 94.94% of the time!