Here's why:
* Common nouns refer to general things, not specific individuals or places.
* "Album" refers to a general category of objects (a collection of recordings, photos, etc.).
Let's contrast it with a proper noun:
* Proper nouns are specific names, like "The Beatles" or "Sgt. Pepper's Lonely Hearts Club Band" (a specific album).