Digital audio has progressed rapidly in the last 10years. So modern DACs typically is significantly sonically superior than those from the past.
A CD player has both a transport+DAC. In the 3-4k range it’s difficult to find high sonic quality CD player.
Since the OP already has a transport (assuming it’s up to the task and not a sonic bottleneck), suggest getting a stand alone DAC.

