Here's why:
* Gerund: A gerund is a verb form ending in "-ing" that acts as a noun.
* Gerund Phrase: A gerund phrase is a gerund with any modifiers or objects that follow it.
In this sentence, "children singing" acts as the noun object of the preposition "of". It tells us what kind of sound is one of the speaker's favorites.