Challenging to locate an authoritative view given the breadth of information available on the Internet, so I thought I’d ask ChatGPT for opinion on a couple of the related questions that have come up on this thread.
Ah but ChatGPT scans for information from the internet. So if it’s a subject that was effectively resolved many years ago but is used in audiophile marketing/reviews, then there will be a lot of mention/discussion on audiophile sites and forums and little or none in professional/engineering/scientific sites or forums. So ChatGPT‘s answer will be largely based on or at least influenced by that and commonly answers with audiophile myths/BS.
1-Can a neural network (meat or silicon) reliably hear a difference in DACs? *
If yes, 2-What are the measurable differences in signals? **
Then maybe, 3-How can those measurable differences be associated with the "perceptual differences? ***
1. Depends on the exact DAC and the test conditions, assuming you’re referring to human hearing. In most cases the answer is “no”. Not sure what you mean by silicon neural network or what relevance that has.
2. The noise/dither, distortion products, anti-imaging filter characteristics and frequency response.
3. That depends on where in the freq spectrum they occur and their magnitude. It also depends on what you mean by “perceptual differences”, we can easily have significant perceptual differences between two signals that are identical (caused by perceptual biases/errors).
So the original signal has no impact on stereo reproduction? For example in the extreme, the signal sent to the speakers reproducing “Purple Haze” has the same localization cues as the signal reproducing “Green Chimneys” by Thelonious Monk? A ridiculous interpretation of your statement on the importance of the signals passing through the gear, but your comment was general and sweeping.
I’m not sure I understand your argument. Of course the difference between two different recordings of two different pieces of music is going to result in relatively massive differences, which are way within the threshold of human hearing. But isn’t the argument about differences in the equipment, IE. The same recording? Different recordings invalidate the comparison. DACs (for example) do not have soundstage, soundstage is not an audio/sound property, it’s a human perception that is influenced by audio/sound properties (such as FR, timing and levels/balance).
If the stereo signals in each of two channels are the source of perceived localization of sound, then any element of the reproduction chain upstream that affects the accuracy of the inherent combination of timing, loudness and frequency of the sound coming out of two speakers should affect how a human or machine/model experiences localization cues embedded in the original signal.
No. If that level of accuracy is below the human hearing threshold then it cannot affect any aspect of human hearing (including localisation), assuming other factors which affect human perception are eliminated. Another important consideration here is your correct assertion of “
the sound coming out of the two speakers”. Consider that measurable differences “
in the original signal” (digital or analogue) might not “come out of the speakers”, they might be too small to be resolved by speakers (or HPs) or overwhelmed by driver limitations. We can “measure” differences in digital signals to pretty much any arbitrary level, we can measure differences in analogue signals down to the level of thermal noise, or even lower using clever measuring technology (FFT gain for example) but when it comes to sound, we have the physical limits of sound itself, plus the limits of electro-mechanical devices and that’s before we even consider human hearing and the reproduction environment.
The underlying differences in execution in two different DACs could occur in the digital circuits, the analog circuits, or both.
Sure but could those underlying differences in execution result in differences in “
the sound coming out of the two speakers” and be of a significant magnitude to be audible?
G