IM Distortion, Speakers and the Death of Science


One topic that often comes up is perception vs. measurements.

"If you can't measure it with common, existing measurements it isn't real."

This idea is and always will be flawed. Mind you, maybe what you perceive is not worth $1, but this is not how science works. I'm reminded of how many doctors and scientists fought against modernizing polio interventions, and how only recently did the treatment for stomach ulcers change radically due to the curiosity of a pair of forensic scientists.

Perception precedes measurement.  In between perception and measurement is (always) transference to visual data.  Lets take an example.

You are working on phone technology shortly after Bell invents the telephone. You hear one type of transducer sounds better than another.  Why is that?  Well, you have to figure out some way to see it (literally), via a scope, a charting pen, something that tells you in an objective way why they are different, that allows you to set a standard or goal and move towards it.

This person probably did not set out to measure all possible things. Maybe the first thing they decide to measure is distortion, or perhaps frequency response. After visualizing the raw data the scientist then has to decide what the units are, and how to express differences. Lets say it is distortion. In theory, there could have been a lot of different ways to measure distortion.  Such as Vrms - Vrms (expected) /Hz. Depending on the engineer's need at the time, that might have been a perfectly valid way to measure the output.

But here's the issue. This may work for this engineer solving this time, and we may even add it to the cannon of common measurements, but we are by no means done.

So, when exactly are we done?? At 1? 2? 5?  30?  The answer is we are not.  There are several common measurements for speakers for instance which I believe should be done more by reviewers:

- Compression
- Intermodulation ( IM ) Distortion
- Distortion

and yet, we do not. IM distortion is kind of interesting because I had heard about it before from M&K's literature, but it reappeared for me in the blog of Roger Russel ( http://www.roger-russell.com ) formerly from McIntosh. I can't find the blog post, but apparently they used IM distortion measurements to compare the audibility of woofer changes quite successfully.

Here's a great example of a new measurement being used and attributed to a sonic characteristic. Imagine the before and after.  Before using IM, maybe only distortion would have been used. They were of course measuring impedance and frequency response, and simple harmonic distortion, but Roger and his partner could hear something different not expressed in these measurements, so, they invent the use of it here. That invention is, in my mind, actual audio science.

The opposite of science would have been to say "frequency, impedance, and distortion" are the 3 characteristics which are audible, forever. Nelson pass working with the distortion profile, comparing the audible results and saying "this is an important feature" is also science. He's throwing out the normal distortion ratings and creating a whole new set of target behavior based on his experiments.  Given the market acceptance of his very expensive products I'd say he's been damn good at this.

What is my point to all of this?  Measurements in the consumer literature have become complacent. We've become far too willing to accept the limits of measurements from the 1980's and fail to develop new standard ways of testing. As a result of this we have devolved into camps who say that 1980's measures are all we need, those who eschew measurements and very little being done to show us new ways of looking at complex behaviors. Some areas where I believe measurements should be improved:

  • The effects of vibration on ss equipment
  • Capacitor technology
  • Interaction of linear amps with cables and speaker impedance.

We have become far too happy with this stale condition, and, for the consumers, science is dead.
erik_squires
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The essential point is not the limits of the A. I..... In some aspect compared to humans there is none...

The problem is the A. I. is a non grounded artificial intelligence, non grounded in the life web, non grounded even in the cosmos...

A.I. dont need anything the humans need.... No water is necessary, no atmosphere, and nothing a human need is needed by A.I. ….In the future this A. I. will no more needed the humans so stupid to has make this " intelligence" necessary to his own life....This A. I. dont need humans at all, only in the beginning to assist his birthing...


Forget Asimov with his robotic ingenuous law...


In the universe this A. I. non carbon base form of artificial life exist already....It is immortal in a factice way and can explore the universe but cannot go out of this universe.... Some foolish civilizations had already made this mistake in the past, others will make it also in the future...

Contrary to A.I. Human have a soul, can die, and change from a universe to an another.... Human can die because they are truly immortal consciousness....A. I. is not even living....No internal connections to all life... Think about the link you have trough your body with billions of living cells and through them to all historical life memory...


If someone can understand the mathematics relatively simple of A. I. ( a mathematical conference of few hours will do) then he will understand why these machine have no limit on one dimension only.... In the other dimensions of existence these machine dont even exist....


The essence of intelligence is the soul, the connected memory linking us all from cells to whales with trees and other life forms in the universe...


Materialist can call my post a novel.... This universal living memory cellular like is even a mathematical fact tough, but from a higher form of mathematics than algorithm theory, be it classical Turing machine, or quantum logical one...


The higher mathematics are a way to figure out the link between universes, like the link between different cellular organism, this link is a functional dynamic memory with forgetful functions, and what interested me is the way that some mathematician figure out how to describe it and the bridge that go from one universes or memory to an another one....What entity can survive, what information can survive the passage between 2 universes... The central core of this reflection revolve around the prime number theory and algebraic geometry for those who are curious...


A.I. is promised to a powerful astonishing success without apparent limits, beware it will be one of the most dangerous road.... But other danger and perils waited for us...Never mind suffice to know that we are immortals then.... All is experiments creations and plays like in Audio, better to create than only buying the electronic components....
It is getting scary in here.

As geoffkait would say...

"Clean up in aisle 3"

OK, so far it seems like AI can make burger and sushi (albeit with human behind the scene preparing all the ingredients before hand).