An album (or LP) is a collection of songs released at once. An EP is a mini-album which usually contains 2-5 songs, at the most. Consider it like a "short story", but music instead of literature.
A...
In the modern usage of the word, a carol is a song designed to be sung at Christmas or shortly before or after.
It can include songs (or hymns) for Advent.