COPPER

A PS Audio Publication

Issue 109 • Free Online Magazine

Issue 109 REVOLUTIONS PER MINUTE

How to Lie with Measurements

How to Lie with Measurements

In view of my recent series on linearity and other technical topics before that, the time is perhaps now ripe to discuss audio measurements.

I will focus on what is probably familiar to most audiophiles and hopefully even more familiar to equipment designers: frequency response plots!

A few days ago, I was designing some audio electronics in the deepest corner of my cavely lab and was testing the performance of the prototype with a rather expensive transformer, intended for audiophile use. Something wasn’t right so I ended up testing a bunch of transformers I had lying around the bench, measuring the transformers on their own (rather than installed in the product).

The results for this particular and expensive unit were shockingly bad, but the severity of what looks like “a bit of a ripple around 20 kHz” would be better appreciated if we change the display from 10 dB per vertical division to 1 dB/div, all other settings maintained as before.

This is a 20 Hz – 43 kHz plot and the 1 dB/div resolution reveals a dramatic resonance, caused by unintentional aspects within the transformer: leakage inductance and winding capacitances. An unfortunate combination of such parameters renders this massively built transformer practically useless for serious audio use.

The difference in the display between the 10 dB/div and 1 dB/div settings demonstrates the first thing to look out for when trying to correlate measurements with performance: what are we actually looking at? Is a tiny blip in the middle of the plot really as tiny as it looks, or are the scale and smoothing settings “artistically selected” for a more flattering display?

This leads to a second question: all transformers contain the aforementioned unintentional components and therefore, they must all exhibit resonance at some frequency.

But how is the above plot, of a different, better transformer, possible?

Where is the resonance? As mentioned earlier, these plots are all 20 Hz – 43 kHz in a logarithmic scale along the horizontal axis. Any anomalies occurring below 20 Hz and above 43 kHz are not going to be displayed on this plot! We could pretend they are not there, since anything outside this frequency range is outside the traditional concept of the “audible range” anyway. But as mentioned in Issue #107, frequency response errors outside the 20 Hz to 20 kHz range could cause phase response errors within this range!

In practice, excellent audio transformers are designed and constructed in ways that push these resonances so high up in frequency, and compensate for them to derive a gentle roll-off rather than out-of-control peaks and dips, as to be of little to no practical consequence in audio applications. Such transformers can exhibit a smooth frequency and phase response over an even wider range than 20 Hz – 20 kHz.

That same transformer maintains a respectable plot even at 1 dB/div resolution, being 0.5 dB down at 20 Hz, correctly terminated… wait… did I just say “terminated”…?

Several years ago I found this cheap single-ended output transformer in a vacuum tube table radio made behind the Iron Curtain. Nothing to expect outstanding performance from. So, here’s how to lie with measurements:

Isn’t this one of the most outstanding single-ended transformers ever?

Begs to be used with the finest example of a 300B output tube…or not?

This was at 10 dB/div, terminated in a 1 megohm resistor, which is to say, nowhere near its real-life operating conditions.

This is the same but 1 dB/div. Already a bit less flattering. In actual use, this output transformer would be expected to drive a loudspeaker. So we should try terminating it in a more realistic loudspeaker impedance value, say 8 ohm, 1dB/div:

Oops! How about 4 ohm, 1 dB/div?

We’re 5 dB down at 20 kHz, and 3.5 dB down with an 8 ohm load. In an actual circuit, driving an actual loudspeaker, this is likely to be slightly worse, but given what this came from, it is certainly better than expected.

A 50 Hz to 8 kHz bandwidth was a typical design aim for AM table radios in the late 1940s. But we would most likely be able to sell it for 10 times as much if we conveniently set the analyzer for 10 dB/div, still keeping the 4 ohm termination:

Still 5 dB down at 20 kHz, but looks better, doesn’t it?

But what is so special about audio transformers? Can’t we just use a much cheaper power transformer as an output transformer?

Audio transformers need to operate over a very wide frequency and dynamic range. This calls for special core materials, special winding techniques, special insulation materials, tight parameter control and attention to detail.

There are certain power applications which may have similar requirements, but audio is on a whole different level. As an example, this is the 1 dB/div plot of a special industrial transformer I designed a while ago:

Not really audio-grade, but maybe acceptable in a guitar amplifier, though the cost might put you off. It does what it was designed for very well, and it certainly isn’t audio.

As for the average off-the-shelf, mass-produced power transformer? Judge for yourself (1 dB/div, 8 Ohm termination)!

More from Issue 109

View All Articles in Issue 109

Search Copper Magazine

#226 JJ Murphy’s Sleep Paralysis is a Genre-Bending Musical Journey Through Jazz, Fusion and More by Frank Doris Jan 05, 2026 #226 Stewardship by Consent by B. Jan Montana Jan 05, 2026 #226 Food, Music, and Sensory Experience: An Interview With Professor Jonathan Zearfoss of the Culinary Institute of America by Joe Caplan Jan 05, 2026 #226 Studio Confidential: A Who’s Who of Recording Engineers Tell Their Stories by Frank Doris Jan 05, 2026 #226 Pilot Radio is Reborn, 50 Years Later: Talking With CEO Barak Epstein by Frank Doris Jan 05, 2026 #226 The Vinyl Beat Goes Down to Tijuana (By Way of Los Angeles), Part One by Rudy Radelic Jan 05, 2026 #226 Capital Audiofest 2025: Must-See Stereo, Part Two by Frank Doris Jan 05, 2026 #226 My Morning Jacket’s Carl Broemel and Tyler Ramsey Collaborate on Their Acoustic Guitar Album, Celestun by Ray Chelstowski Jan 05, 2026 #226 The People Who Make Audio Happen: CanJam SoCal 2025, Part Two by Harris Fogel Jan 05, 2026 #226 How to Play in a Rock Band, 19: Touring Can Make You Crazy, Part One by Frank Doris Jan 05, 2026 #226 Linda Ronstadt Goes Bigger by Wayne Robins Jan 05, 2026 #226 From The Audiophile’s Guide: Active Room Correction and Digital Signal Processing by Paul McGowan Jan 05, 2026 #226 PS Audio in the News by Frank Doris Jan 05, 2026 #226 Back to My Reel-to-Reel Roots, Part 25: Half-Full, Not Empty by Ken Kessler Jan 05, 2026 #226 Happy New Year! by Frank Doris Jan 05, 2026 #226 Turn It Down! by Peter Xeni Jan 05, 2026 #226 Ghost Riders by James Schrimpf Jan 05, 2026 #226 A Factory Tour of Audio Manufacturer German Physiks by Markus "Marsu" Manthey Jan 04, 2026 #225 Capital Audiofest 2025: Must-See Stereo, Part One by Frank Doris Dec 01, 2025 #225 Otis Taylor and the Electrics Delivers a Powerful Set of Hypnotic Modern Blues by Frank Doris Dec 01, 2025 #225 A Christmas Miracle by B. Jan Montana Dec 01, 2025 #225 T.H.E. Show New York 2025, Part Two: Plenty to See, Hear, and Enjoy by Frank Doris Dec 01, 2025 #225 Underappreciated Artists, Part One: Martin Briley by Rich Isaacs Dec 01, 2025 #225 Rock and Roll is Here to Stay by Wayne Robins Dec 01, 2025 #225 A Lifetime of Holiday Record (and CD) Listening by Rudy Radelic Dec 01, 2025 #225 Little Feat: Not Saying Goodbye, Not Yet by Ray Chelstowski Dec 01, 2025 #225 How to Play in a Rock Band, Part 18: Dealing With Burnout by Frank Doris Dec 01, 2025 #225 The People Who Make Audio Happen: CanJam SoCal 2025 by Harris Fogel Dec 01, 2025 #225 Chicago’s Sonic Sanctuaries: Four Hi‑Fi Listening Bars Channeling the Jazz‑Kissa Spirit by Olivier Meunier-Plante Dec 01, 2025 #225 From The Audiophile’s Guide: Controlling Bass Frequencies Through Membrane Absorbers (and How to Build Your Own) by Paul McGowan Dec 01, 2025 #225 Your Editor’s Tips for Attending Audio Shows by Frank Doris Dec 01, 2025 #225 PS Audio in the News by Frank Doris Dec 01, 2025 #225 Back to My Reel-to-Reel Roots, Part 24 by Ken Kessler Dec 01, 2025 #225 Holiday Music by Frank Doris Dec 01, 2025 #225 Puppy Prognostication by Peter Xeni Dec 01, 2025 #225 How to Post Comments on Copper by Frank Doris Dec 01, 2025 #225 Living Color by Rudy Radelic Dec 01, 2025 #224 T.H.E. Show New York 2025, Part One: A New Beginning by Frank Doris Nov 03, 2025 #224 Fool’s Leap of Faith is the Extraordinary Octave Records Debut from Singer/Songwriter Tyler Burba and Visit by Frank Doris Nov 03, 2025 #224 The Beatles’ “Aeolian Cadences.” What? by Wayne Robins Nov 03, 2025 #224 Persona Non Grata by B. Jan Montana Nov 03, 2025 #224 Talking With Recording Engineer Barry Diament of Soundkeeper Recordings, Part Two by Frank Doris Nov 03, 2025 #224 B Sides, B Movies, and Beware of Zombies by Rudy Radelic Nov 03, 2025 #224 The Burn-In Chronicles: 1,000 Hours to Sonic Salvation by Olivier Meunier-Plante Nov 03, 2025 #224 A Conversation With Mat Weisfeld of VPI Industries by Joe Caplan Nov 03, 2025 #224 Blues-Rocker Kenny Wayne Shepherd Celebrates 30 Years of Ledbetter Heights by Ray Chelstowski Nov 03, 2025 #224 Playing in a Rock Band, 17: When Good Gigs Go Bad, Part Two by Frank Doris Nov 03, 2025

How to Lie with Measurements

How to Lie with Measurements

In view of my recent series on linearity and other technical topics before that, the time is perhaps now ripe to discuss audio measurements.

I will focus on what is probably familiar to most audiophiles and hopefully even more familiar to equipment designers: frequency response plots!

A few days ago, I was designing some audio electronics in the deepest corner of my cavely lab and was testing the performance of the prototype with a rather expensive transformer, intended for audiophile use. Something wasn’t right so I ended up testing a bunch of transformers I had lying around the bench, measuring the transformers on their own (rather than installed in the product).

The results for this particular and expensive unit were shockingly bad, but the severity of what looks like “a bit of a ripple around 20 kHz” would be better appreciated if we change the display from 10 dB per vertical division to 1 dB/div, all other settings maintained as before.

This is a 20 Hz – 43 kHz plot and the 1 dB/div resolution reveals a dramatic resonance, caused by unintentional aspects within the transformer: leakage inductance and winding capacitances. An unfortunate combination of such parameters renders this massively built transformer practically useless for serious audio use.

The difference in the display between the 10 dB/div and 1 dB/div settings demonstrates the first thing to look out for when trying to correlate measurements with performance: what are we actually looking at? Is a tiny blip in the middle of the plot really as tiny as it looks, or are the scale and smoothing settings “artistically selected” for a more flattering display?

This leads to a second question: all transformers contain the aforementioned unintentional components and therefore, they must all exhibit resonance at some frequency.

But how is the above plot, of a different, better transformer, possible?

Where is the resonance? As mentioned earlier, these plots are all 20 Hz – 43 kHz in a logarithmic scale along the horizontal axis. Any anomalies occurring below 20 Hz and above 43 kHz are not going to be displayed on this plot! We could pretend they are not there, since anything outside this frequency range is outside the traditional concept of the “audible range” anyway. But as mentioned in Issue #107, frequency response errors outside the 20 Hz to 20 kHz range could cause phase response errors within this range!

In practice, excellent audio transformers are designed and constructed in ways that push these resonances so high up in frequency, and compensate for them to derive a gentle roll-off rather than out-of-control peaks and dips, as to be of little to no practical consequence in audio applications. Such transformers can exhibit a smooth frequency and phase response over an even wider range than 20 Hz – 20 kHz.

That same transformer maintains a respectable plot even at 1 dB/div resolution, being 0.5 dB down at 20 Hz, correctly terminated… wait… did I just say “terminated”…?

Several years ago I found this cheap single-ended output transformer in a vacuum tube table radio made behind the Iron Curtain. Nothing to expect outstanding performance from. So, here’s how to lie with measurements:

Isn’t this one of the most outstanding single-ended transformers ever?

Begs to be used with the finest example of a 300B output tube…or not?

This was at 10 dB/div, terminated in a 1 megohm resistor, which is to say, nowhere near its real-life operating conditions.

This is the same but 1 dB/div. Already a bit less flattering. In actual use, this output transformer would be expected to drive a loudspeaker. So we should try terminating it in a more realistic loudspeaker impedance value, say 8 ohm, 1dB/div:

Oops! How about 4 ohm, 1 dB/div?

We’re 5 dB down at 20 kHz, and 3.5 dB down with an 8 ohm load. In an actual circuit, driving an actual loudspeaker, this is likely to be slightly worse, but given what this came from, it is certainly better than expected.

A 50 Hz to 8 kHz bandwidth was a typical design aim for AM table radios in the late 1940s. But we would most likely be able to sell it for 10 times as much if we conveniently set the analyzer for 10 dB/div, still keeping the 4 ohm termination:

Still 5 dB down at 20 kHz, but looks better, doesn’t it?

But what is so special about audio transformers? Can’t we just use a much cheaper power transformer as an output transformer?

Audio transformers need to operate over a very wide frequency and dynamic range. This calls for special core materials, special winding techniques, special insulation materials, tight parameter control and attention to detail.

There are certain power applications which may have similar requirements, but audio is on a whole different level. As an example, this is the 1 dB/div plot of a special industrial transformer I designed a while ago:

Not really audio-grade, but maybe acceptable in a guitar amplifier, though the cost might put you off. It does what it was designed for very well, and it certainly isn’t audio.

As for the average off-the-shelf, mass-produced power transformer? Judge for yourself (1 dB/div, 8 Ohm termination)!

0 comments

Leave a comment

0 Comments

Your avatar

Loading comments...

🗑️ Delete Comment

Enter moderator password to delete this comment: