Is there a store within Hong Kong Nathan Road, Mongkok where I can buy Music CDs?

I am going to stay in Nathan Road, Mongkok sometime next week and I am looking for Music CDs (K-pop, Mando-pop). I am already aware of Sky Music in Sino Centre but after inquiring, it seems that they currently don't have stock of the item I am prioritizing. Are there any other stores I can visit?