Last week, I revealed the four CD-resolution / 16/44.1 playback devices I used for this blind test. (By the way, if you want to have a listen to the original 16/44.1 track excerpts used, I added a link as an addendum to the post last week.)
While I'm still doing some counting, calculations, and writing the summary of the data, I think it's best this week to start by having a better look at those devices and seeing what objective results tell us about them so we can hypothesize what we might find when we examine the blind test results.
While it may be controversial to some in the audiophile world, I think we should keep our minds open to the idea that science and technology for digital audio playback has already surpassed the human auditory system. As discussed years ago, the human perceptual and cognitive systems do not have infinite resolution. I'm of course not discounting that the ears and mind have excellent abilities when it comes to appreciating miniscule differences, yet I think we have to remain humble; even if we believe we have "golden ears". Also, even if we don't believe measurements capture everything, it's not unreasonable to accept that the vast majority of what is heard can already be quantified in terms of fidelity to the source. This is why I think we need to explore the objective performance first... Then we can see if the subjective preferences from the respondents line up with expectations. I think for many of the well-respected audio engineers that design our hi-fi gear, this sequence makes sense. Ensure that the measurements are decent first, then verify and tweak with subjective listening.
Over the years, I've measured most of these devices in the blind test separately with different ADCs. For this post, let's run each one through the RME ADI-2 Pro FS and compare objectively using the exact same "measuring stick". For completeness, here's what the measurement chains look like with each player/DAC: