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I've never found much correlation between expectation and result.
For a great number of people, expectation is their higher priority. IOW, the result must meet their expectation, not the other way around. Some listeners want a "sweet" sound, some want accentuated bass, and some want prominent vocals.
There's not really anything intrinsically wrong with this (see below), but one must realize that ideally, playback mechanisms are neutral. They give you what is on the recording, be that what it may. Electronic circuits capable of doing this have been available for many years, and gradually, speaker systems have matured to follow suite.
This is my (admittedly personal) take on the situation:
1) I have a slight advantage in expectation, because the majority of my recordings (good or bad) are of acoustic events. Therefore, if the "sound" doesn't meet my expectations, I change my expectations. After all, we can't get Glenn Miller to re-record "In The Mood"; he died long ago.
2) If the recording is direct-to-desk (direct to mixer, like Electronica) then that's a completely different story. In that case, no acoustic event prior to recording exists. A listener is free to adjust the sound to whatever extent they desire, and there is no untoward consequence.
3) Recordings of live events in which all the sound that the audience hears has been electrically amplified is midway between the first and second examples above. The reason is, one must assume that the groups' sound engineer has adjusted everything to give a particular effect that the group wants, and what you hear is deliberate.
Of course, this all makes no sense unless there exists some method for knowing that the playback system is accurate and neutral. In general, the only way we can correlate what is on the recording with what we hear is through tests and measurements of the equipment. If you're the sort of person who wants neutral, the tests and measurements will help you get it. It may not be perfect, but it can be usefully close. (Personally, I'm satisfied with "usefully close". )
OTOH, if you're the sort of person who wants affected sound, tests and measurements can help you in that case, too. You will, however, be in a much more difficult situation. You will need to go through a great deal of trial-and-error, because none of the manufacturers know what your personal standard happens to be, nor would you necessarily know which particular characteristic of measurement satisfies you. There is, after all, no public baseline. (You may try tube circuits to attain your goal, or you may depend on DSP to attain it.)
Whichever method you decide on, I wish you good luck!
Jim
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