@jjss49 - Good point about having a LPS after the fiber conversion. I believe the OP’s intended set-up involves only a short fiber cable so both power supplies will be located near his system. If LPSs are not going to be used for both converters, then it might be helpful if the dirty side SMPS can be on a different circuit from his audio equipment, or at least not plugged into the same power conditioner (could try it both ways). BTW, the linear supply I linked in my earlier post (25W DC Linear Power Supply 5.1V 3.5A) is currently available on Prime with free returns. The OP should confirm his converters will operate on 5v since some do but others, like the converters I linked, require a 9v supply, which are not as easy to find as the more common 5v.
Finally, with all of this stuff, IME, do not expect dramatic improvements or changes in what you hear. For me, these ancillary items have resulted in subtle changes at most.