Burn in and peer reviewed brain research


Not to broach a religious topic, but I know burn in discussions happen all the time in audio circles. Until today, I had not found any scientific research from the brain side.

This article was interesting:  https://pmc.ncbi.nlm.nih.gov/articles/PMC10898501/

It is a 2024 review in Cureus (Kalchev, PMC10898501) that surveyed the physiological, psychological, and social dimensions of audio burn-in. It found no substantial evidence for mechanical changes producing audible differences, and instead identified several well-documented mechanisms — ear fatigue, confirmation bias, placebo effects, and neural acclimatization — that adequately explain perceived changes without requiring the equipment to have changed at all. 

Has anyone found other literature of this type – physiological, psychoacoustic, rather than engineering/mechanical? I'd be curious to learn about it.

Of course, anyone who wants to put their hand on a bible and swear that burn in is real based on personal experience is welcome to do so, but I'm hoping to find things beyond the anecdotal.

hilde45

Dr. Floyd Toole and Dr. Sean Olive, apparently, studied this phenomena.  Dr. Toole’s findings are published in 

Sound Reproduction: The Acoustics and Psychoacoustics of Loudspeakers and Rooms.

Gemini sighted the PubMed article you mentioned as well.  It also came up with this study

https://www.mdpi.com/2076-3417/15/15/8425

It’s not directly a study of psychoacoustics, per se, but it concludes that any perceived changes are a result of psychological phenomena rather than physical changes in the materials that would be audible to the listener.

https://www.mdpi.com/2076-3417/15/15/8425 ... it concludes that any perceived changes are a result of psychological phenomena rather than physical changes in the materials that would be audible to the listener.

That’s not at all what the linked article claims:

... Objective tests revealed slight changes in speaker impedance and amplitude response after burn-in, but these differences are inaudible to the average listener ... (Emphasis added.)

Other studies, including work by Floyd Toole, consistently report that experienced, trained listeners score higher at detecting audible differences. I would suggest that most audiophiles are not "average" listeners - almost by definition.

@cleeds, dishonest researchers often compare results for the average person (listening, tasting, viewing, etc. depending on what is being studied).  Then they go on to claim that there are no meaningful differences.  As you indicate, work by honest researchers uncovers those differences.

That being said, differences before and after burn-in seem to be smaller than differences among components.  I've found that various components  seem to improve somewhat after burn-in, but I've never found a case in which there was a big enough difference that a poor sounding  component sounded good after burn-in. 

 

cable “burn-in”, in reality should be called aging, is real, period! burn-in, which is an accelerated aging, requires to apply elevated stress conditions, such as increased temperature, current, frequency, voltage, etc. bad quality cables age faster. cheap dielectric degrades faster comparing to used in aerospace / test equipment cables.

equipment (amps, cartridges, speakers, etc.) used for cable “burn in” checks, ages x1000 times faster than worst cable, thus apples-apples comparison is not possible. 

@inagroove  I think you’re reading the article accurately — insofar as it deliberately leaves the physical question open and calls for empirical work to settle it. Did the article promise "universally real" determinations for which you criticize it? My read is that the article’s own framework predicts variable results across individuals and equipment types — that’s not a weakness, it’s the finding. The more useful question isn’t whether burn-in always happens, but whether controlled studies can isolate when and why it does.

@jmalen123  Thank you — genuinely appreciated. Your point about age and hearing adds a real layer of irony to the debate. The people with the most experience and refined judgment may be the least physiologically equipped to detect the smallest differences, while younger ears that could hear them haven’t yet developed the contextual knowledge to know what they’re listening for. 

Regarding Toole: Great reference — thank you! As I read it, the study found that small physical changes in loudspeakers do occur during burn-in — measurable shifts in frequency response, harmonic distortion, impedance, and resonant frequency — but these remained within industry tolerances and produced no perceptible differences in blind listening tests. So the physical changes are real but apparently too small to hear under controlled conditions.

The correction about "average listener" seems fair, and the Toole point is worth taking seriously — but it cuts both ways. His methodology is built on blind testing precisely because even experienced listeners are highly susceptible to expectation effects when sighted. Better ears and better experimental design are different things, and Toole’s work demands the latter rather than simply endorsing uncontrolled audiophile testimony. Whether audiophile listeners have sufficiently lower detection thresholds to close the audibility gap the study identified remains a legitimate open question — but it’s not settled by noting that trained listeners generally perform better.

As I understand it, Toole spent decades establishing that listener preference and detection studies need rigorous blind testing protocols — not because listeners are incompetent, but because even trained, experienced listeners are reliably fooled by non-acoustic factors like brand reputation, price, and visual cues when they know what they're listening to. His research shows that sighted listening tests, however conducted by however experienced listeners, are compromised by expectation. That's why he insists on blind methodology.

Citing Toole to validate what audiophiles report from ordinary uncontrolled listening is a bit like citing a statistician's work on the importance of randomized trials to validate anecdotal case reports. The authority being invoked actually argues for higher standards of evidence, not lower ones.