Sennheiser and Beyerdynamic seem to have a very different sound despite both of them using diffuse field in their R&D.
Well yes, of course. ”Diffuse field” just means ”Not a free field”, so that could mean pretty much anything at all, with the exception of an anechoic chamber. My guess would be that Sennheiser and Beyerdynamic are using very significantly different diffuse fields (and potentially different targets anyway). Again, you seem to be trying to over-simplify the issue, there are numerous variables at play here.
Target response is a static representation of what is a dynamic situation aurally speaking, so the idea as I understand it is to set a point of reference for audio engineers to work with to create the illusion of spatiality through psychoacoustic models.
Not anywhere near as much as your response seems to imply. There really isn’t any “
point of reference for audio engineers to work with to create the illusion of spatiality through psychoacoustic models” beyond the basics of the stereophonic psychoacoustic model invented by Alan Blumlein nearly a century ago. There’s a recommended range for RT60 (Reverb Time) but many commercial studios apply their own “house curve” to their “B” (monitoring) chain, there’s no reference level, distance from speakers or anything else. The commercial A/V world (sound/music for film or TV) has somewhat more of “a point of reference” than music studios, as there are reference levels, monitor positioning is somewhat more prescribed and individual “house curves” are not employed but it’s still rather vague and there’s still significant variation between studios.
I'm guessing we are on the precipice of this paradigm changing, but from what I understand about audio production (not much at all compared to you, so please be patient lol), generic HRTF models and the engineer's perception is used for expediency's sake …
Typically, no HRTF models are used by the engineers, generic or otherwise. The engineers typically just listen to the straight stereo mix made for speakers with their HPs (without crossfeed, HRTF, Harmon Target or any other EQ/processing), just to check there’s nothing too untoward happening and even that doesn‘t always occur. None of this is really for “expediency’s sake”, it’s because there is no better practical alternative. There are various alternatives but none of them are even dominant in consumer use, let alone standardised or “a point of reference”, the vast majority of consumers just plug their HPs/IEMs in and listen without applying a target curve or any other processing, they typically just accept whatever the default settings are, which varies by service, OS, etc. The paradigm is changing somewhat, loudness normalisation is quite typical these days (although not standardised across services) and Dolby Atmos introduces the possibility of a standardised generic HRTF but Atmos still only accounts for a small minority of music production, it’s optional whether the binaural settings are employed by engineers and even if they are, it’s optional whether distributors pass those settings along to consumers, simply ignore them or employ their own HRTF/binaural processing (such as Apple’s Spatial Audio).
so reproduction of the digital signal on the consumer end will not end up being necessarily hi-fi because the consumer has to be savvy enough to account for as much of their personalized HRTF as possible, a crapshoot at best.
Indeed, “a crapshoot at best”. It’s even somewhat of a crapshoot with a proprietary format such as Dolby Atmos because how can consumers can be “
savvy enough to account” not only for their own personalised HRTF but for whatever is already being applied? And, as that’s likely to vary by album, it wouldn’t be practical even if there were any consumers “savvy enough”.
I get the feeling though that we are going to see a huge paradigm shift soon once AI starts getting involved in tuning audio equipment to individuals.
Not only will it take a considerable time between AI “getting involved” and it actually fully solving the issues but it will most probably be a considerable amount of time after that before there’s a widely accepted standard/“point of reference”. Of course, there’s no way to be sure but from history and my personal experience of the commercial and practical issues, I’m guessing that’s still quite a long way off.
This sounds way WAY more like being in a studio with monitors 3 feet from your ears. It's truely mindblowing in the aspect that it sounds like nothing else,... and very very correct for lack of a better word.
Mmmm, that sounds like an oxymoron to me. “Monitors 3 feet from your ears” is not “very, very correct”. Even nearfield monitors should be 1-2 metres away from your ears and nearfield monitors are not “very correct” anyway, “very correct” would be main monitors (mid-field) and probably 10 - 15 feet or so away from your ears.
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