Is the underlined word acting as an adverb or noun?
I like to sing inside the shower.
Neither. It's a preposition.
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Rover_KE is of course correct that "inside" is a preposition.
You may also be interested to know that the preposition phrase "in the shower" serves as an adjunct (sometimes called an 'adverbial'), where it modifies "sing".