I think the basic FUNDAMENTAL problem with a
number of double blind tests is that they are done in unfamiliar environments, with unfamiliar equipment - often with unfamiliar speakers.
I think to validate double blind tests for audio, one could hear differences if you compare other audio equipment in YOUR room against YOUR own equipment that you are familiar with. (Given of course, there's not a ton of outside noise interfering with the sound.)
https://www.stereophile.com/asweseeit/894awsi/
For over 20 years, I firmly believed that there were NO differences in the way that interconnects affect the sound - until I bought a decent pair and heard a difference completely not expecting it!