I guess your computer already has 64GB RAM and a 32bit OS, otherwise stop reading here, because the next hints won't help at all. It is utterly important, that the OS cannot address more than 4GB RAM, so that your music will be played from the other 60GB, where no system thingies or other applications are saved.
To put your player into the HIMEM, enter this in your config.sys:
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Those differences occur only with HDDs running at 5400rpm. Or SSDs that are too small in memory size.
HDD with 7200rpm deliver a slight better sound, only with VLC though, other players don't benefit from faster drive speeds.
No need to go for 10000rpm discs. Though, at first glance, they seem to sound warmer, but actually, if you listen very carefully, they introduce a slightly overdithered sound.
So ultimately, you need SSD with at least 1TB space. Less memory space reduces the bandwidth for the player. Also very important: The disc must still have at least 37.59% free space, but not more than 77.68%, only then the players will get close to the sound of the DAW.
Finally you just need to buy exactly 1.24 meters of those ESOTERIC power cables:
Those cables will make your computer built-in speakers sound like a Barefoot system. Really!!
If you still have issues: Just listen back the audio file from your DAW.