You can remember the meaning of 专辑 with this easy mnemonic:
This is a special (专) album so we have to gather up (辑) all the fans and press for its release.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.