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Audibility of Harmonic distortion - a blind test proposal

Can't help it.

Some things just elicit a giggle.

Feed it the output of the harmonized triad above, and post the result... no cheating!

Maybe when I’m done distorting some good music files, I’ll do that ;) turns out it’s just as easy to add as it is to fix harmonic distortions.
 
... After some familiarization I seemed stuck hearing a difference to around -39 or -42 db (about 1% distortion).
My results are similar. Having done quite a bit of A/B/X testing over the years, I find that with ideally revealing sources (pure 2-tone, extremely well recorded vocals), and distortion applied in the upper mids to low treble where our hearing is most sensitive, I begin to hear distortion around -40 dB or 1%.

Note: distortion (HD or IM) is correlated with the signal. The thresholds of audibility for other kinds of noise not correlated with the signal can be higher or lower. For example, a few years ago I heard a low level pulse in recordings I made from a portable digital recorder. That noise happened to be at -46 dB. But this was a bit of an ideal case: it was a fixed frequency, nearly a pure tone, pulsing, and uncorrelated with the music, and in the range of 600-800 Hz. http://www.mclements.net/Mike/H4/H4-mod.html
 
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My results are similar. Having done quite a bit of A/B/X testing over the years, I find that with ideally revealing sources (pure 2-tone, extremely well recorded vocals), and distortion applied in the upper mids to low treble where our hearing is most sensitive, I begin to hear distortion around -40 dB or 1%.

Audibility of harmonic distortion depends on level, base frequency and spectral content. There is nothing like a single number as a harmonic distortion threshold. Below you can see that audibility of pure H2 starts at 0.1%. Higher harmonics are more audible than the H2.

1574776064663.png

Source: Coding High Quality Digital Audio, J. ROBERT STUART
 
Audibility of harmonic distortion depends on level, base frequency and spectral content. There is nothing like a single number as a harmonic distortion threshold. Below you can see that audibility of pure H2 starts at 0.1%. Higher harmonics are more audible than the H2.

View attachment 40368
Source: Coding High Quality Digital Audio, J. ROBERT STUART

Were these tests with just sine tones?
 
The second graph (difference tones) is interesting in that it suggests that for speakers to be transparent, bass distortion should be < 3% and tweeters should have less than 0.1% / -60 dB distortion. And that maximum hearing acuity varies with both loudness and frequency: in the low bass 80 dB SPL, mid-bass 70 dB, and midrange to treble 60 dB. That happens to be in the same range as a lot of acoustic music and should be a useful suggestion for setting critical listening levels. Also, since the energy of most acoustic instruments drops with frequency, this level of 80-70-60 from bass to treble could result from listening to a single instrument or ensemble. If it happens that the acoustic instruments people have developed over thousands of years, create SPLs that are at or near the range of our maximum hearing acuity at typical live listener distances, it is probably not coincidental.
 
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https://pdfs.semanticscholar.org/0a0e/9492b1bd62f32a9b7baf9506918807c27de2.pdf

Here is the entire Stuart paper. Good work. This is what I refer to as Robert work. When he is trying to bamboozle you with MQA and similar it is Bob work. Opinions of Robert Stuart sometimes don't agree with what Bob Stuart is pushing in audiophile press and marketing.

As an example here is something from page 2:
Even among audio engineers, there has been considerable misunderstanding about digital audio, about the sampling theory, and about how PCM works at the functional level. Some of these misunderstandings persist even today. Top of the list of erroneous assertions are:
i. PCM cannot resolve detail smaller than the LSB (least-significant bit).
ii. PCM cannot resolve time more accurately than the sampling period.

This from the same fellow who pushes MQA to provide high resolution in order to get better time resolution and deblurring than is inherent to PCM.
 
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I’m not sure what you’re asking. Did I have something different in mind for doing what?
Oh, sorry. The thread title says "audibility-of-harmonic-distortion-a-blind-test-proposal". Was archimago's BT the one you wanted to have? Or you wanted (and maybe still want) a different kind of BT?
 
Oh, sorry. The thread title says "audibility-of-harmonic-distortion-a-blind-test-proposal". Was archimago's BT the one you wanted to have? Or you wanted (and maybe still want) a different kind of BT?

Ah, yes. I originally proposed the test to @Archimago. We collaborated on it, although he did most of the heavy lifting. The results were interesting and enlightening, and I'm really glad we did it.

We did discuss a few other types of blind tests that would be a good follow-up for the future on distortion audibility and preferences. Doing such a test is a lot of work, and my hat is off to Archimago for doing it! All I did was provide the software and some feedback ;)
 
Ah, yes. I originally proposed the test to @Archimago. We collaborated on it, although he did most of the heavy lifting. The results were interesting and enlightening, and I'm really glad we did it.

We did discuss a few other types of blind tests that would be a good follow-up for the future on distortion audibility and preferences. Doing such a test is a lot of work, and my hat is off to Archimago for doing it! All I did was provide the software and some feedback ;)
Pfffft, thinly disguised attempt to shield your alter ego. Rumbled. May as well own up to being NWAVguy too.
 
Ah, yes. I originally proposed the test to @Archimago. We collaborated on it, although he did most of the heavy lifting. The results were interesting and enlightening, and I'm really glad we did it.

We did discuss a few other types of blind tests that would be a good follow-up for the future on distortion audibility and preferences. Doing such a test is a lot of work, and my hat is off to Archimago for doing it! All I did was provide the software and some feedback ;)
cool, hope to see some new tests soon.
Archie does a really good job indeed and you shouldn't be so modest about your software (and work). If nothing else, it's a tremendous amount of work that you gave us all for free. Thank you again and good luck with it!
 
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