This adverb clause modifies the verb phrase began whispering and giggling, by telling when the action happened. An adverb clause is a dependent (subordinate) clause, which means that it cannot stand on its own. If it stood on its own, it would be an incomplete sentence. Therefore, it is a supplement to the main clause. In this case, it begins with a subordinate conjunction once.
