It's already in its adverbial form, meaning it modifies a verb, adjective, or other adverb to indicate how something is done.
For example:
* He sang loudly. (modifies the verb "sang")
* The music was playing very loudly. (modifies the adjective "loud")
* She spoke extremely loudly. (modifies the adverb "loudly")