Here's why:
* Gerunds: Gerunds are verb forms ending in "-ing" that function as nouns.
* Gerund Phrases: Gerund phrases consist of a gerund plus any modifiers or objects that go with it.
In this sentence, "children singing" acts as the subject of the sentence, telling us what the favorite sound is.