Is wouldn't an adverb

No, "wouldn't" is not an adverb; it is a contraction of "would not." Contractions are formed by combining two Words into one, often to create a more conversational tone. In this case, "would" is a modal verb, and "not" is an adverb, but together they form a single expression indicating negation.