iin the service ofAudio - sciencertby Floyd E. Toole, Ph.D.
Vice President Acoustical Engineering, Harman International Industries, Inc.
8500 Balboa Boulevard, Northridge, CA 91329
www.harman.com

Audio is science

All of the devices
used to capture,
store and reproduce musical, theatrical and ﬁlm performances are designed by engineers who apply thelaws of physics as they pertain to the functioning ofthese devices. Perfection, in this context, is deﬁned
as not degrading any part or any aspect of the audio
signal: the art itself. Determining how close we are toperfection is ultimately determined subjectively, in
carefully-controlled listening tests. However, accurate
and comprehensive measurements, interpreted using the ever-expanding ‘rules’ of psychoacoustics, areremarkably accurate predictors of what is and what is
not audible and, ultimately, of subjective preferences.
This allows us to design better sounding and more costeffective products.

Audio is art

The melodies andrhythms of music,
the nuances of tone and inﬂection of instruments andvoices, the emotive effects of sometimes subtle, sometimes
explosive, sound effects in movies … are aspects of art
for which there are no scientiﬁc or technical measures. Yet,
subjectively we have little difﬁculty describing our reactions, positive and negative, when we hear these sounds.
Perfectly reproduced, they should sound exactly as they did
at the live performance or in the control room where therecording was mixed. Achieving this lofty goal is a considerable challenge, since the ﬁnal audio component is the listening room, and all rooms are different. The interactions
among loudspeakers, listeners and rooms are the focus ofcontinuing scientiﬁc investigations.
Inﬁnity Prelude MTS

Revel Salon

Main Entry: audio
Function: noun
1 : an audio signal; broadly : SOUND
2 : the section of television or motion-picture equipment that deals with sound3 : the transmission, reception, or reproduction of soundMerriam-Webster Online Dictionary

Sound in transition. The magniﬁcent new Walt Disney Concert Hall, in Los Angeles, where live music is performed traditionally, without electronic
aids, is shown being outﬁtted with JBL loudspeakers for performances in which the artists are reinforced or supplemented by recorded sounds. Theline between live and reproduced sound has become blurred as technology adds more dimensions to the artistic palatte.

INTRODUCTION
We expect quality audio products to sound good. However, the determination of what
constitutes “good sound” has been controversial. Some claim that it is a matter of personal
taste, that our opinions of sound quality are as variable as our tastes in “wine, persons orsong”, and that the only opinion that truly matters is one’s own. This would place audio
manufacturers in the category of artists, trying to appeal to a varying public “taste”. Others,
like the author, take the view that artistry is the domain of the instrument makers and musicians and that it is the role of audio devices to capture, store and reproduce their art withas much accuracy as technology allows. The audio industry then becomes the messenger of
the art – science in the service of art.
Interestingly, this process has created new “artists”, the recording engineers, who freely
editorialize on the impressions of direction, space, timbre and dynamics of the original performance. In fact, in studio creations, the original performance really occurs in the recording control room, through loudspeakers. Other creative opportunities exist at the point ofreproduction, as audio enthusiasts tailor and tweak the sound in listening rooms by selecting
loudspeakers of diﬀering timbral signatures and directivity, and by adjusting the acousticsof the listening space with special acoustical devices. In an industry that lacks meaningful
standards for recording or playback, why not?
To design audio products, engineers need technical measurements. Historically, measurements have been viewed with varying degrees of trust. However, the value of measureAudio – Science in the Service of Art

2

ments has increased dramatically as we have found better ways to collect data, and as wehave learned how to interpret the data in ways that relate more directly to what we hear.
With measurements we can set objectives, telling us when we are successful. Some of these
design objectives are very clear, and others still need better deﬁnition. All of them need tobe moderated by what is audible. Imperfections in performance need not be immeasurably
small, but they should be inaudible. Achieving this requires knowledge of psychoacoustics,
the relationship between what we measure and what we hear. This is a work in progress but,right now, we know a great deal.
Since loudspeakers, listeners and rooms interact within a complex acoustical system,
it is not possible to consider one without the others. What we hear is a combination of theloudspeaker and the room, and what we measure, and can see with our eyes, is not ‘linearly’
related to what we hear. Psychoacoustics and acoustics are tightly interwoven.

ART, SCIENCE AND AUDIOMusic, itself, is art, pure and simple. The composers, performers and the creators ofthe musical instruments are artists and craftsmen. Through their skills, we are the gratefulrecipients of sounds that can create and change moods, that can excite and animate us todance and sing, and that form an important component of our memories. Music is part of
all of us and of our lives.

E=mc ± 3 dB
2Here Einstein’s consequential and far-reaching equation, the most famous in
all of physics, is modiﬁed by a tolerance that has its origins in what someone
thought would be subjectively acceptable in systems for reproducing music. I saw
this ﬁrst many years ago, was amused by the juxtaposition, and never forgot it.

In spite of its many capabilities, science cannot describe music. The crude notes ona sheet of music provide a basic description to a musician, but science has no technicalmeasures for the evocative elements of a good tune or good musicianship. It cannot, withnumbers or graphs, describe why Pavarotti’s tenor voice is so revered, or why a Stradivarius
is held as an example of how violins should sound. Those are distinctions that must be madesubjectively, by listening. The determination of what is aesthetically pleasing remains ﬁrmly
based in subjectivity. The requirements for accurate reproduction of the sound creating theaesthetic experience, though, must eventually have a purely technical description – an important distinction. Right now, we rely on a combination of subjective and objective data.
Our audio industry is based on a sequence of events. We capture a musical performancewith microphones, whose outputs are blended into an electronic message traditionally stored
on tape or disc, which is subsequently ampliﬁed and reproduced through loudspeakers. This
simple description disguises a process that is enormously complicated. We know from experience that, in some ways, the process is remarkably good. For decades we have enjoyedreproduced music of all kinds with ﬁdelity suﬃcient to, at times, bring tears to the eyes, andsend chills down the spine. Still, critics of audio systems can sometimes point to timbral
characteristics that are not natural, that change the sound of voices and instruments. They
hear noises and distortions that were not in the original sounds. They note that closing theeyes does not result in a perception that the listener is involved in the performance, enveloped in the acoustical ambiance of a concert hall or jazz club. They point out that stereo isan antisocial system – only a single listener can hear the reproduction as it was created.
For all of these criticisms there are solutions, some here and now, and some under development. All of the solutions are based on science.
How can science, a cold and calculating endeavor if ever there were one, help with
Audio – Science in the Service of Art

3

delivering the emotions of great music? It is because, in the space between theperformers and the audience, music exists as sound waves. Sound waves are
physical entities, subject to physical laws, amenable to technical measurementand description and, in most important ways, predictable. The physical science of
acoustics allows us to understand the behavior of sound waves as they travel fromthe musician to the listener, whether the performance is live or recorded.
To capture those sound waves, with all of the musical nuances intact, weneed transducers to convert the variations in soundpressure (the sound waves)that impinge on them into

exact electrical analogs. Microphone design uses
electroacoustics, a blend of mechanical and electrical engineering sciences conditioned by an understanding ofsound ﬁelds in rooms. Once the signal is in the electrical domain, expertise in electronics aims to preserve theintegrity of the musical signal. Contamination by noiseand distortions of all kinds must be avoided, as it is prepared for storage, and when it is recalled from storage
during playback.
Emerging from the storage or broadcast medium the musical signal is too feeble to be of
any practical use, so we amplify it (more electronics), giving it the power to drive loudspeakers or headphones (more electroacoustics) that convert the electrical signal back into sound.
Again, this all must be done without adding to or subtracting from the signal, or else it will
not sound the way it should.
Finally, the sound waves radiating from the loudspeakers propagate through the listening room to our ears. And this is where our tidy process goes astray. Rooms in our homes
are diﬀerent from any that would have been used for live performances, or for monitoring
the making of a recording. Our eyes and our ears both
recognize that. The acoustical properties of rooms, large… reproductions of … recorded and small, are in the scientiﬁc domain of architectural
musical performances should acoustics.
live musical performances, the room – concert hall,ideally be independent of the jazz Inclub, etc. – is part of the total event. Good recordings
listening room
try to capture and convey this acoustical ambiance as asetting for the music. In contrast, reproductions of thoserecorded musical performances should ideally be independent of the listening room, so that what we hear is not changed by where we happen
to be, whether that is a recording control room or a domestic listening space. The complex
interactions between room boundaries and speaker directivity at middle and high frequencies, and speaker and listener position at low frequencies, are powerful inﬂuences in what
we hear. With a combination of acoustical design, loudspeaker conﬁgurations and electronic
signal manipulations, we are ﬁnding ways to make speakers more “friendly” to rooms, bothin recording studios and in homes.

Audio – Science in the Service of Art

4

THE STEREO PAST AND THE MULTICHANNEL FUTURE
In stereo there are only two loudspeakers to reconstruct an illusion of the complex
three-dimensional sound ﬁeld that existed in the original hall, club or studio. The choiceof two channels was based on the limitations, back in the 1950s, of what could be stored in
the groove of an LP. Even at that time, it was known that two channels were insuﬃcient torecreate truly convincing illusions of a three-dimensional acoustical performance.
The excitement and realism of the reproduction is enhanced
if we have more channels and more loudspeakers. MultichanTwo-channel stereo, as
nel audio is familiar in movies, but it is new to mainstream
music recording and, understandably, it will take some time forwe have known it, is not a
artists and recording engineers to learn how to fully exploit the“system” of recording andnew formats. Skillfully used, the combination of digital discrete
multichannel technology, and a competently set up loudspeakreproduction.
er/room combination can provide the basis for thrilling soundexperiences whether the objective is realism or pure abstract
artistry. As gratifying as concert hall performances and two-channel stereo have been, we
now have an expanded spatial and directional palette for musical artists to play with andwithin. Inevitably, there will be debates about good taste and individual preferences, but thisis art and anything goes. Just don’t shoot the messenger (multichannel audio) if you don’t
like the message.
Two-channel stereo, as we have known it, is not a “system” of recording and reproduction. The only “rule” is that there are two channels. At the recording end of the chain,
there are many quite diﬀerent methods of miking and mixing the live performance, ranging from the purist simplicity of two coincident microphones to multi-microphone, multitrack, pan-potted and electronically-reverberated mono. They are all diﬀerent. It needs tobe remembered that whatever ends up in a recording has been listened to – and approvedof – by listening through the loudspeakers in the control room of the recording studio. The
reality is that, whether it is a massive professional installation or a home studio, in terms ofsound quality they run the gamut from superb to truly mediocre. No wonder recordings
are variable.
At the reproduction end of things, loudspeakers used for stereo have taken many forms:
forward facing, bipolar (bidirectional in-phase), dipolar (bidirectional out-of-phase), omnidirectional, and a variety of multi-directional variants. These, and various sum/diﬀerence
and delay devices, were developed over the years in attempts to coax, from a spatially-deprived medium, a rewarding sense of space and envelopment. The principle at work here isthat the reﬂected sounds in the listening room add to the sounds coming directly from thetwo loudspeakers, enhancing the impressions of acoustical warmth, depth, air and spaciousness. Of course the room now becomes an important part of the playback process and theone thing we know about rooms is that they are all diﬀerent - one more signiﬁcant variablein the stereo “system”.
In the two-channel world, therefore, the artists could not
anticipate precisely how their performances would sound in
In the two-channel world, homes. It was left to the end user to create something pleasant.
therefore, the artists could Stereo, therefore, is not an encode/decode system, but a basis
individual experimentation. The fact that both audiophiles
not anticipate precisely forand the audio industry have thrived in spite of this situation is
how their performances a tribute to the power of human adaptation. Given time, we cancome to believe that many diﬀerent variations on the truth arewould sound in homes.
apparently equally entertaining.
Audio – Science in the Service of Art

5

Nowadays we go even further, using active-matrix technologies to convert
conventional stereo recordings into multichannel performances reproduced
through 5, 6 or 7-channel systems. Prominent among these is Harman’s excellent Logic 7 system, developed by Lexicon, and available in Harman/Kardon,
JBL, and Mark Levinson consumer products and premium automotive audio
systems supplied directly to several car manufacturers. Dolby’s ProLogic IIx
and DTS Neo:6 are other such systems. These are not arbitrary ‘sound everywhere’ surround sound systems. There is a serious eﬀort to keep the musicians
up front, and the frontal soundstage intact, but ambience, reverberation and other ambiguously localized sounds are separated out and sent to the surround channels. Whether theexperience is realistic, or even pleasant, will depend on how the recording was made – remember there are no standards in stereo. However, most recordings translate beautifully
into a multichannel experience that makes the original two-channel rendering sound ﬂatand lifeless. Some recordings, though, don’t respond well to this kind of post-processing,and sound better in the original stereo mode. You have to try it and see.
All of this is much improved when recordings are created for reproduction throughmultiple discrete channels. Then, if we do not like what we hear, we can legitimately blame
the artists involved in the process. Multichannel recordings are created with the knowledge
that there are loudspeakers positioned around the room in locations optimized to create
diﬀerent directional and spatial illusions. This is a powerful advantage, in that it permits
the artist to create an enormous range of eﬀects that can include some highly localizedsounds coming from speciﬁc channels/loudspeakers and other, more ambiguously localizedsounds, such as the comfortable reverberation of a concert hall.
Adding unfortunate confusion to the present situation are fundamental diﬀerences in
the methods used by the ﬁlm and music industries to record and reproduce multichannel
audio.
Good sound is critical to the success of a movie. However, it is clear that sound is subordinate to the picture in the sense that only rarely do strongly localized sounds appear tocome from directions far away from the screen. Typically, one hears momentary sounds likegunshots, ricochets, aircraft ﬂy overs, door slams, etc. In general, the surround channels areused for “atmospheric” sounds, reverberation, and ambiguously localized music. For thisreason, in cinemas the surround sounds are presented by several loudspeakers located down
the sides and across the back of the auditorium. In home theaters that have been designed
primarily for movies, it is common to use multidirectional loudspeakers (e.g. bipoles or
dipoles) well above ear level on each of the side walls for the surround channels, creating a
lot of reﬂected sounds, thus ‘softening’ the localization eﬀects of the surround channel loudspeakers. Bass almost always would be provided by a bass-managed subwoofer channel.
For music, however, if we were to follow the lead of certain studios, we would be using
ﬁve identical full-range loudspeakers, and some recording engineers would be encouraging us to place the surround speakers behind us, on the back wall (a lingering eﬀect of
quadraphonics?). These approaches lead to very diﬀerent listening experiences comparedto music reproduced through systems conﬁgAdding unfortunate confusion to the ured for movies. Surround loudspeakers locatedbeside, and slightly behind, the listeners are able
present situation are fundamental dif- to generate the highly desirable sense of envelopferences in the methods used by the ment that makes live performances in halls andclubs so distinctly pleasurable. Placing them toﬁlm and music industries to record tally behind, on the back wall, compromises that,
but allows for more dramatic front/back localizaand reproduce multichannel audio.
tion contrasts in pop music. What we want andAudio – Science in the Service of Art

6need is to be able to do both, simultaneously. This is why we now have 6.1 and 7.1 channel
systems. Ironically, it is ﬁlms that use the additional channels, while music is sticking to 5.1
channels. Clearly there are concerns about public acceptance of the increased number ofchannels, but recordings can be made for 7.1 channels that would gracefully degrade to 5.1,
or even stereo, for those customers with basic systems.
Multichannel sound should not be an impediment to the arts. It should be a liberator. It
would be wonderful if the ﬁlm and music industries could agree on a standard methodology
for multichannel sound. However, based on experience, that is unlikely. Pity.

THE SCIENCE OF AUDIOThe scientiﬁc method requires measurements and, in audio, we do two kinds: subjective
and objective. Then we enter the domain of psychoacoustics, the study of relationships between physical sounds and the perceptions that result from them. Psychoacoustics allows us
to understand and interpret measurements in ways that relate to what we hear. However, it
is all based on the premise that human listeners agree on what is, and is not, good sound.
Individual points of view are a part of human nature. They enrich our lives in countless
ways. The world would be a boring place if we were all attracted to the same music, food,wine and people. A commonly expressed point of view is that sound also is “subjective”, that
we all “hear diﬀerently”, and therefore not allof us prefer the same loudspeakers, ampliﬁers,���������
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Certain beliefs would have these controls on
our loudspeakers. One is as silly as the other. A�����truly good loudspeaker is just that – no further
adjustments are necessary.

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etc. It is also alleged that diﬀerent nationali������
ties, and regions have diﬀerent preferences insound. I have always regarded these assertions with suspicion because, if they were true, itwould mean that there would be diﬀerent pianos for each of these regions, diﬀerent trumpets, bassoons and kettledrums. Vocalists would change how they sang when they were in
Germany, Britain, and the U.S. I wonder what Pavarotti’s Japanese timbre sounds like? Of
course, it doesn’t happen that way.
The entire world enjoys the same musical instruments and voices in live performance,
and the recording industry sends the same recordings throughout the world. True, fromtime to time, there have been regional inﬂuences that have made diﬀerences. I can recall ashort period of “east coast / west coast” sounds associated with some powerful loudspeaker brands in those locations in the USA. In Britain, the British Broadcasting Corporation(BBC) provided loudspeaker designs that became the paradigm for a few years. Everywhere,
there are magazines and reviewers that are inﬂuential. All of these factors change with time.
In truth, they are really minor variations on a common theme. Underlying it all is a powerful desire to reproduce sounds as accurately as possible. Since there are universal standardsof excellence for live sound performances, there should be comparable universal standards
for reproductions of that sound.
So, what about those individual preferences in sound quality? This issue was settled byconducting many listening tests, using many listeners and many loudspeakers. To reducethe inﬂuences of price, size and style – factors that we absolutely know can reveal individu������

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ality – all of the tests were conducted blind. Other physical andpsychological factors known to be sources of bias were also well… it turned out that mostcontrolled [refs. 1-3]. The results were very clear. When the data
people, most of the time,
were compiled, it turned out that most people, most of the time,
liked and disliked the
liked and disliked the same loudspeakers.
Still, there were diﬀerences in the way listeners performed.
same loudspeakers.
While most were remarkably consistent in repeated evaluationsof the same product, some others changed their opinions of the same product at diﬀerent
listening sessions. Those people could like a product during a listening evaluation, writing
verbose descriptions of praiseworthy characteristics, and then, during a later test in which
the same product appeared, the results would be dramatically diﬀerent, with detailed notes
describing intolerable problems.
When this puzzling behavior was examined, it was found that the explanation lay inthe hearing performance of the individuals. All of these erratic listeners had hearing loss.
Listeners with relatively normal hearing tended to be quite consistent in their judgmentsfrom session to session.
This important observation is paralleled by another,perhaps even more important one: that groups of such
listeners closely agreed with each other. In other words,
viewed in the broad perspective, good sound quality is nota matter of individual taste. When dealing with loudspeakers that are similarly good, there will be small biases in the
results attributable to the music itself (as it is able to reveal
the problems) and listeners (as they reveal their individual
tolerances to the problems they hear in the musical selections). However, the delineation of overall sound quality
on a scale of good to bad is abundantly clear.
The ﬁnding that hearing loss is a factor is not surprising – listeners who cannot hear all of the sound must makeless reliable judges. What is surprising is that the deterioration in performance is so rapid. It is well developed in��������������������������������������������������������
people with hearing losses that would not be regarded as���������������������������
alarming by conventional audiometric criteria, see Figure
Figure 1 The relationship between judg1. This diﬀerence, one assumes, is related to the diﬃculty
ment variability and hearing loss averagedof the task: judging sound accuracy, as opposed to underover the frequency range below 1 kHz.
standing the spoken word. The hearing loss, in this case,
From Ref. 4
was deﬁned by the average threshold elevation at frequencies below 1 kHz. Those exhibiting this form of hearing
loss, also tended to have loss at high frequencies. High-frequency loss, by itself, was not aclearly correlated factor. Reference 4 covers this in detail.
Listeners with hearing loss not only exhibit high judgment variability, they can also exhibit strong individualistic biases in their judgments. This comes as no surprise, since suchindividuals are really in search of a “prosthetic” loudspeaker that somehow compensates fortheir disability. Since the disabilities vary enormously, so do the biases.
The evidence of Figure 2 is that the group of normal-hearing listeners, who exhibited
relatively low variability, substantially agree in their ratings. Interestingly, the high-variability group shares the opinion of the truly good speakers, A and B. However, speakers C
and D exhibit characteristics that are viewed as problems by the normal group, but about
which the second group has substantially no opinion. Based on the opinions expressed bycertain individuals, either C or D could be the best or worst speaker in the group. It apAudio – Science in the Service of Art

8

PRACTICE MAKES PERFECT –USE TRAINED LISTENERS

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Figure 3: How diﬀerent categories of people performed in comparisons of three or four high-end
loudspeakers. Performance, in this context, measures the ability of listeners to clearly separate theratings of diﬀerent sounds, and to repeat thoseratings consistently in sequential tests. Compiled
from data in Ref. 6.
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pears that their disabilities prevented some of the listeners
from hearing certain of the deﬁciencies. Sadly, listeners in
the problem category include some talented and knowledgeable musicians and audio professionals whose vocations may
have contributed to their condition. However articulately
their opinions are enunciated, their views are of value only
to them personally and, possibly, only at that moment.
The conclusion is clear. If there is any desire to extrapolate the results of a listening evaluation to the population
at large, it is essential to use representative listeners. In thiscontext, it appears to be adequate to employ listeners withbroadband hearing levels within about 20 dB of audiometriczero. According to some large surveys, this is representativeof at least 75% of the population – an acceptable target audience for most commercial purposes. This is not an “elitist”
criterion.

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Listeners in theearly tests gained Figure 2: A comparison of FIDELITY
much of their experi- evaluations of four loudspeakers perence “on the job”, while formed by two groups of listeners, one withperforming the tests. low variability in their judgments (closed
Some listeners were circles) and the other with high judgment
musicians, and oth- variability (open circles). From Ref. 4.
ers had professional
audio experience, but
most were simply audio enthusiasts. Probably the single most apparent deﬁciency of novice listeners was
the lack of a vocabulary to describe what they heard.
Without such descriptions, most listeners found it difﬁcult to be analytical in forming their judgments, andto remember how various test products sounded. It
was also clear that, without the prompting of a welldesigned questionnaire, not all listeners paid attention
to all perceptual dimensions, resulting in judgmentsthat were highly selective.
As the understanding of technically-measurable
parameters and their audible importance increased, it
was possible to design training sessions that improved
the ability of listeners to hear and to identify speciﬁcclasses of problems in loudspeakers. With the aid ofcomputers, this training has been reﬁned to a self-administered procedure, which keeps track of the student’s progress [5]. From this we have also been able toidentify program material that is most revealing of thedefects that are at issue, thus improving the eﬃciency
and eﬀectiveness of the tests.
9

Pulling all of this together is an important study [6] in which the opinions of 12 selected
and trained listeners are compared to those of 256 listeners from various backgrounds. The
relative ratings of the products were essentially the same for small groups of listeners extracted from each population. The consequential diﬀerence was in the statistical conﬁdence
one could place in the opinions. The selected and trained listeners were much more reliablein their ratings, meaning that trustworthy results could be obtained in much less time. The
trained listeners also provided comments that were easily interpreted by design engineers
to help them focus on aspects of performance that needed working on, while other listeners
tended to use less technically descriptive terms.

BLIND vs. SIGHTED TESTS – SEEING IS BELIEVING����������������������

When you know what you are listening to, there is a chance that your opinions might not
be completely unbiased. In scientiﬁc tests of many kinds, and even in wine tasting, considerable care is taken to ensure the anonymity of the devices or substances being subjectively
evaluated. Many people in audio follow the same principle, but others persist in the belief
that, in sighted tests, they can ignore such factors as price, size, brand, etc. and arrive at theunbiased truth. In some of the “great debate” issues, like ampliﬁers, wires, and the like, there
are assertions that disguising the product identity prevents listeners from hearing small differences. “Proof ” of this is the observation that perceived characteristics that seemed to be
obvious when the product identities were known, are either less obvious or non-existent
when the products are hidden from view. The truth is not always what we wish it to be.
In the category of loudspeakers and rooms, however, there is no doubt that diﬀerences
exist and are clearly audible. To satisfy ourselves that the additional rigor was necessary, wetested the ability of some of our trusted listeners to maintain objectivity in the face of visible
information about the products.
The results are very clear. Figure 4 shows that,in subjective ratings of four loudspeakers, the diﬀer��
ences in ratings caused by knowledge of the products
is as large or larger than those attributable to the differences in sound alone. The two left-hand bars are��scores for loudspeakers that were large, expensive
and impressive looking, the third bar is the score fora well-designed, small, inexpensive, plastic sub/sat
��system. The right-hand bar represents a moderately
expensive product from a competitor that had beenhighly rated by respected reviewers.
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When listeners entered the room for the sighted
Figure 4. A comparison of blind and sighted
tests,
their positive verbal reactions to the big speakevaluations of the same four loudspeakers by theers
andthe jeers for the tiny sub/sat system foreshadsame group of listeners. From Ref. 7.
owed dramatic ratings shifts – in opposite directions.
The handsome competitor’s system got a higher rating; so much for employee loyalty.
Other variables were also tested, and the results indicated that, in the sighted tests, listeners substantially ignored large diﬀerences in sound quality attributable to loudspeaker
position in the listening room and to program material. In other words, knowledge of the
product identity was at least as important a factor in the tests as the principal acoustical factors. Incidentally, many of these listeners were very experienced and, some of them thought,
able to ignore the visually-stimulated biases [7].
At this point, it is correct to say that, with adequate experimental controls, we are
no longer conducting “listening tests”, we are performing “subjective measurements”.
Audio – Science in the Service of Art

10

HOW BIG ARE THE DIFFERENCES . . . REALLY?

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Subjective scales of judgment are notoriously elastic. A comparison of product A withproduct B might, depending on circumstances, yield opinions suggesting a close race or a
run-away victory. It all has to do with subjective scaling, and the context within which the test
is conducted. In Figure 5 the left-hand column shows results of a large test including loudspeakers that are truly good and truly bad. The result is a portrayal of relative performanceover a wide quality range. Keeping some good������and bad “anchor” products in subsequent listening tests will tend to stabilize the scale onwhich other products are judged.
But, if we focus only on a group of thebest products, we get the results shown in the���
middle column. With reminders of bad soundremoved from the tests, listeners spontaneously expand the scaling of their responses
downward. A selection of low-rated products
from the ﬁrst column, would have resulted in���
middle-column ratings that drift upwards.
FIGURE 5: What happens when listeners evaluate prodSuch is the nature of relative judgment.
ucts that are closely ranked at the top of a range of prodThe worst of all tests, in this sense, is theucts. Each dot represents the rating of a diﬀerent loudA vs. B test, where there is a high probabilspeaker. Without any “anchor products” to remind them
ity that diﬀerences will be exaggerated. Realof how things really sound at lower ratings, the responseworld examples of this occur when, for examscale expands to ﬁll a “comfortable” subjective range ofple, one does comparisons of devices that are“good” to “less good”. The inverse of this also happens.
fundamentally similar, like most electronic
devices and a few superb loudspeakers. The listener impressions may be that there is an undisputed winner, a 9 versus a 6, but the reality is that, if there were any other variables in thetest, the ratings may diﬀer only by fractions of a point, and may even be in a diﬀerent order.
Both products could be signiﬁcantly ﬂawed but, since the ﬂaw is identical in both, it is notnoticed. However, as a means of determining if a diﬀerence exists, there is no better test.
Because of this, another response-scaling method is used when we are interested onlyin the relative performance of devices. It is a preference scale. The function of this kind of
response scaling is to establish how listeners respond to diﬀerences between sounds. Since
the scale is not “anchored” by reference to sounds known to be very good and very bad, there
is nothing to indicate where they stand in any absolute sense. Listeners respond on a LIKE/DISLIKE scale, and are encouraged to separate scores by ﬁxed amounts, which increase as
the strength of the preference increases.

MEASUREMENTS: TECHNICAL  SUBJECTIVE
We know from always bitter and sometimes expensive experience, that a loudspeakercan sound very diﬀerent in diﬀerent rooms, and in diﬀerent positions within the same room.
There are two main causes for this variable performance: ﬁrst, the enormous inﬂuence ofroom resonances at low frequencies and, second, the diﬀering spectral output from theloudspeakers at diﬀerent angles, and the interactions with reﬂecting surfaces in the room.
This means that, if we hope to be able to anticipate how a loudspeaker will sound, it must be
measured in a way that is related to how we listen to it in a room [8]. The following diagrams
illustrate the basis of a measurement system that has been very helpful in understanding how
Audio – Science in the Service of Art

11

Figure 6. The direct soundFigure 7. The early-reﬂected sound.

Figure 8. Sounds radiated from the loudspeakers
in all other directions will eventually reach thelistener, but after several reﬂections. This iscalled reverberation.
Audio – Science in the Service of Art

to design better loudspeakers – loudspeakers
that increase the probability of good sound in avariety of diﬀerent rooms. These loudspeakers
are ‘room friendly’.
Figure 6 show the ﬁrst sound to arrive at
a listener’s ears – the direct sound. It is unaffected by the room but, as we shall see, it isa tiny portion of the sound that we hear in aroom. Depending on how the loudspeaker isaimed, this may or may not be described by the
on-axis response of the loudspeaker.
Figure 7 shows a few of the many paths
that reﬂected sound can travel on the way
from a loudspeaker to a listener. These sounds
have been reﬂected only once in transit and,in most domestic-size rooms, will arrive withinapproximately the ﬁrst twenty to thirty milliseconds (ms) after the direct sound. They arecalled early reﬂections. Those strong reﬂections arriving later, are called “late reﬂections”.
If these are delayed by 30 ms or more, as canhappen in large rooms, they may be heard asechoes.
In small rooms, such as we have in ourhomes, echoes are almost never a problem,but early reﬂections are major determinants ofwhat we hear from loudspeakers. Obviously,
the strength of individual early reﬂections isdetermined by the directivity of the loudspeakers and the reﬂectivity of the walls. So, whenmeasuring the loudspeaker we must do so at
the appropriate angles away from the forwardaxis. Doing this means that we need information about typical rooms and the arrangementsof loudspeakers and listeners within them.
Wide dispersion or multidirectional loudspeakers generate lots of early reﬂections,meaning that, for such speakers the acousticsof the room are major determinants in how
they sound.
Figure 8 shows the rest of the sound radiated from the speakers. Predicting what precisely might happen to this sound in any room
is a hopeless task, so we lump it all together andconsider the total sound power radiated by the
loudspeaker to be a reasonable estimate of it.
Sound power is a measure of all of the soundradiated from a loudspeaker in all directions.
The message from this is that, all soundradiated by a loudspeaker, in whatever direc12

tion, eventually reaches the listener, and all of it will inﬂuence what we perceive in termsof sound quality and spatial and directional effects.
So, why not just measure the loudspeaker in a room? Because, compared to two ears
and a brain, a microphone is a “dumb” device. It accepts sounds from any angle, at any time,
and treats them equally. In contrast, a human distinguishes between direct sounds and later
arrivals (the precedence effect and forward masking), and between sounds from one direction and those from another (binaural discrimination). Steady-state “room curves” are notat all analytical in these respects, offering little insight into what may be responsible for any
interesting features – the loudspeaker itself or its interaction with the room boundaries.
To make measurements that allow us to anticipate what may happen in real rooms weneed statistical data about what happens in real rooms, all of which are different in somerespects. Such a survey was done, and the data analyzed to show the angular statistics for thevarious signiﬁcant reﬂections, including delays and propagation attenuations. A measurement system was then designed that yielded a set of frequency response curves indicating
the direct, early reﬂected and reverberant sounds expected from the loudspeaker under test,when used in an ‘average’ listening room [9].

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Figure 9. Measurements that give us a very good prediction of how this loudspeaker will sound in a room. In a large
anechoic chamber, at a distance of 2 m, a total of 70 frequency-response measurements were made at 10° intervals on
horizontal and vertical orbits. The data were processed to yield these curves. The on-axis curve describes the direct
sound, the ﬁrst sound to arrive at the ears of somebody seated in the ‘sweet spot’. The listening window describes theaverage direct sound for listeners seated or standing within a ±10º vertical, ±30º horizontal region directly in front of
the loudspeaker – the entire audience in a home theater, for example. The next curve describes the sound of the averagestrong early reﬂections from the room boundaries, and the sound power is a measure of the total sound output of theloudspeaker without regard to direction. The bottom two curves describe the directivity (DI = Directivity Index) of theloudspeaker: how uniformly it radiates its sound into the room at all frequencies. The top DI curve is an adaptation ofthe ‘classic’ one, based on a comparison of listening window measurement and sound power. The lower DI curve is basedon the ‘early reﬂections’ curve. In a truly good sounding loudspeaker, the on-axis and listening window curves will besmooth and ﬂat, and the other curves will be smoothly and gradually changing. This is an example of an exceptionally
good loudspeaker, a three-way studio monitor listing at $1400 each.

Audio – Science in the Service of Art

13

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Figure 10 (above). A three-way loudspeaker (7” woofer, 7” midrange, 1” tweeter), at $750/pair. It has several audible
problems. Using the mid-frequency band as a reference, there is a slight bass exaggeration around 70-100 Hz. At 200
Hz a discontinuity suggests a mechanical resonance in a woofer or enclosure panel. The dip around 3 kHz is caused bya problematic midrange-tweeter crossover transition. It is serious, since it appears in all of the curves, even the soundpower. A resonance just below the dip, around 2 kHz, aggravates the coloration. The steeply rising high-frequency output
adds ‘sparkle’, ‘sizzle’ and ‘air’ that are not in the original program. Looking at the directivity indices, one can see thegently rising directivity of the 7-inch midrange, which is too large for a smooth transition to the 1-inch tweeter, resulting
in a discontinuity at the 3 kHz crossover frequency.
Figure 11 (below). A loudspeaker with a similar driver conﬁguration, at $700/pair. Superior engineering, including better crossover design and a waveguide added to the tweeter to better match directivities at crossover, yield a loudspeakerthat is a consistent high scorer in listening evaluations. Its all-round good behavior makes it very “room friendly”, witha high probablility of sounding good in a wide variety of rooms.
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Audio – Science in the Service of Art

14

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Figure 12. A hybrid loudspeaker consisting of a large-panel mid/high frequency bidirectional (dipole) radiator matedwith a conventional woofer. Price: $11,000/pr. The transition frequency is clearly visible at 200 Hz, where the directional
characteristics change. From the omnidirectional woofer (directivity index near zero) the radiation pattern jumps to one
that is quite directional, hovering around 7-8 dB from 600 Hz up. The fact that there is a consistent 2-3 dB, or more, difference between the on-axis response and the listening window, means that listeners at diﬀerent horizontal angles fromthe loudspeaker, on a sofa for example, will not hear the same spectral balance. The curves are also not smooth, indicating
the possibility of resonances. This possibility is conﬁrmed as a reality when the same pattern is seen in all of the curves,
up to and including the sound power. The clear diﬀerences in overall level and bass balance among the curves poses someperceptual challenges in that the direct, early-reﬂected and reverberant sounds each exhibit diﬀerent spectral balances.
The high directivity, means that the direct sound will be relatively stronger than reﬂected sounds in rooms. This characteristic, and the collection of resonances, are the principal distinguishing features in the sound of this loudspeaker.
We could go on, examining many more examples of good and less-good designs, but thepattern is emerging: measurements of the right kind are good predictors of how loudspeakers sound. But, are there other predictors? After 25 years of doing evaluations of this kind
it can be said that there are no safe assumptions when it comes to choosing loudspeakers.
Price is certainly an unreliable indicator of sonic excellence, as is transducer type. For eachexample of a good cone/dome, electrostatic, panel, or whatever, kind of loudspeaker, it ispossible to ﬁnd ones that are not well designed.
The competence of the engineering, and the attitude of brand marketing towards achieving excellence and neutrality in sound quality, are the real diﬀerentiating factors in how
loudspeakers sound. Sadly, some manufacturers lack the skills and engineering resources
to do a really good job even if they wanted to. Others deliberately design loudspeakers withsounds intended to “stand out” in a showroom. The distinctive “booms” and “tizzes” eventually become tiresome, and another disillusioned customer has been created.
Magazine reviews, sadly, are not always what they should be. The loudspeaker shownin Figure 12, for example, has received rave reviews and awards. Ref. 6 shows results oflistening tests with 268 listeners, who persuasively indicatedthat they heard substantial problems, relative to some wellPrice is certainly an unreliable
designed loudspeakers. They were listening in a double-blind
indicator of sonic excellence.
situation. The reviewers, almost certainly, were not.
Audio – Science in the Service of Art

15

Listening tests require facilities, just as do technical measurements. Since one is evaluating the combination of loudspeaker and room, we must do something to ensure that theroom is a neutral factor [10]. One way to do this is to bring each loudspeaker being compared to precisely the same location in the same room. Our solution has been to build an
elaborate ‘shuﬄer’ mechanism to physically move the loudspeakers [11]. This is combinedwith careful loudness balancing, and the appropriate randomization of musical programs
and loudspeaker identiﬁers.

Figure 13. A computer-controlled, pneumatically-operated loudspeaker mover eliminates loudspeaker position as a variable in listening tests. The photo on the left shows one stereo pair of loudspeakers in the active location, while anotherpair is parked quietly against the back wall. The listener controls the test, switching among the comparison loudspeakers
while forming opinions (there can be up to four single loudspeakers, four stereo pairs, or three L,C,R combinations). Of
course the tests are double-blind.

INTERPRETING DETAILS IN THE CURVES
The ideal frequency response curve might be a straight line, or at least a gently curving
one, but at what point does a deviation, a peak or a dip, become an audible problem? Designing good-sounding loudspeakers that are cost eﬀective requires that knowledge.
The overall trends in frequency response are not hard to see. The lower and upper frequency limit can be easily found and, in between it is possible to visualize general spectral
shapes and trends. The tricky part comes when one attempts to identify whether a speciﬁcpeak or dip has been caused by a resonance (serious) or by acoustical interference (not so
serious). One of the reasons why acoustical interference is harder to hear is that, in rooms,
there are many reﬂected sounds, each one with a distinctive acoustic interference pattern(see Figures 7 and 8). In the perceptual summation of all of them, the audible eﬀects arelargely averaged out.
The sensitivity of acoustical interference to microphone position means that, in measurements, spatial averaging (combining measurements made at several microphone locations) will attenuate these eﬀects, while leaving those due to resonances substantially unchanged. In this sense, spatial averaging adds information, while spectral averaging, e.g.
1/3-octave smoothing, removes it.
In the curves shown in Figures 9–12, only the on-axis curve is not spatial averaged.
Peaks that appear in it, and that persist through the other curves, especially up to the soundpower curve, which is a full 360° spherical average, are most likely due to resonances. It is a
simple, but very eﬀective, analytical method.
Once the resonances have been identiﬁed, their audibility can be assessed by referring
Audio – Science in the Service of Art

16

to Figure 14. Why is it that resonances
are so important? Because they are��
the fundamental building blocks ofalmost all of the sounds we are inter�
ested in hearing. High-Q resonances
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deﬁne the pitches. Medium- and���
low-Q resonances deﬁne the timbres,allowing us to distinguish between���
diﬀerent voices and instruments. It��������������������������������������������������
is subtle diﬀerences in the resonant��structure of sounds that are responsible for the nuances and shading of�tone in musical sounds. Our ears are
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zero in on them as unwanted “editoFigure 14. High-, medium- and low-Q resonances shown at the rializing” when they appear in louddetection thresholds, below which the resonances cease to be au- speakers.
dible. It depends on what you are listening to. The locations of
As can be seen, there really is
the illustrative peaks on the frequency scale are arbitrary. The such a thing as being “good enoughaudibility is similar at all frequencies except, perhaps, at very low for rock and roll”. Complex instrufrequencies. Adapted from Ref. 12.
mentation and reverberation result in
lower detection thresholds, and continuous noise yields thresholds that are lowest of all – presenting a challenge for acousticalmeasurement systems to reveal them accurately, and for engineers to design transducers andenclosures that meet the criterion.
I think most people might be surprised to see that a high-Q resonance can exhibit a peakof 10 dB before it becomes clearly audible with any kind of music or sound. Similarly, why
is it that the low-Q resonances, that hardly ring at all, are audible at such low levels? At least
part of the answer lies in the ability of musical signals to excite the resonances. A high-Q
resonance is very frequency speciﬁc, and it takes time to build up, just as it decays slowly.
This means that a musical signal must hit the resonant frequency quite accurately, and staythere long enough to transfer signiﬁcant energy to it. The changing nature of music, andvibrato, both conspire against this happening. In contrast, lower-Q resonances have wide
footprints in the frequency domain, and so are more often and more readily excited.
Reverberation is another factor that lowers thresholds. The common example of this isin the experience of music being performed outdoors, where it is dry and lackluster, compared to the richness of performances in a hall, where the repetitions oﬀered by reﬂections
and reverberation allow timbral subtleties to be revealed [12].
A practical problem is that many measurements these days are made with FFT, TDS,
and other systems that time-window the data so that anechoic measurements can be madein normal rooms. A result of the time windowing is that the frequency response data havepoor frequency resolution (≥100 Hz is common), and cannot
reveal high-Q phenomena at low and middle frequencies. Resolution limitations of this kind are common among loudspeaker… there really is suchdesigners and reviewers who measure in ordinary rooms. Ana thing as being “goodechoic chambers are expensive, and measuring outdoors, innature’s own anechoic space, has practical diﬃculties. It means,enough for rock and roll”.
simply, that many commonly-used and published measure�������������������������������������������������������

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Audio – Science in the Service of Art

17

ments simply cannot reveal visual evidenceof certain kinds of audible problems fallingwithin a critical portion of the frequency
range – that of the human voice and below.
Another common measurement is one
in which the audible frequency range isdivided into equal ﬁxed-percentage bandwidths, such as 1/3 octaves, or in whicha high-resolution measurement is heavily smoothed, or spectrally averaged, on acontinuous basis. These spectral-averaging
devices have extremely limited utility in thedesign and evaluation process.
Resonances reveal themselves in boththe frequency-domain (amplitude andphase vs. frequency) and the time domain(impulse response / transient response). As
deﬁned by the Fourier Transform, if there
is misbehavior in one domain, there will be
misbehavior in the other, so we have two
ways to look for problems.
It is a matter of fact that high-Q resonances exhibit prolonged ringing in the time
domain, and that low-Q resonances exhibit
little ringing. The irony of this ﬁnding is that,as represented in conventional steady-state Figure 15. A 4π (full space) anechoic chamber in which highfrequency response measurements, Figure resolution measurements over the entire audible bandwidth
14, the low-Q resonances were detectable at are possible. This chamber is naturally anechoic down to 60
much lower amplitudes than resonances of Hz, and calibrated down to 20 Hz.The platform on whichhigher Q. This means that prolonged ring- the loudspeaker is located rotates to permit measurements
ing, by itself, is not a reliable indicator of an over a full 360°orbit. The loudspeaker is then tilted to comaudible prob- plete orbits over more of the total sphere surrounding it.
������������ lem Figure 16
conﬁrms it, atleast for middle and high frequencies.
At very low frequencies, the long wavelengths and periods����
allow ringing to be heard as an extension to bass sounds – boom.
At these frequencies, both frequency domain and time domain
data appear to matter. Fortunately, in practice, if a resonancedoes not make itself apparent in an accurate, high-resolution����frequency-response measurement, then it is probably not audible. If a resonance is visible as a bump in a frequency response
measurement, its audibility must be assessed by reference to the���detailed analyses in references 12 and 13.
An interesting fact now emerges: that the conventional
Figure 16. Pulse responses of an othmethodof specifying frequency response, ± x dB, is useless unerwise perfect system (top curve) towhich resonances have been added at less the tolerance is very, very small. High-Q phenomena could
the thresholds of detection for pop mu- be ± 5 dB, while moderate-Q resonances could be ± 3 dB andlow-Q and other broadband deviations could be ± 0.5 dB, andsic - see Figure 14.
all of them would be equally audible! Clearly, frequency reAudio – Science in the Service of Art

18

sponse curves must be interpreted. Frequency responses must also be measured in a mannerthat reveals resonances as distinct from interference peaks and dips – i.e. spatial averaging.
The sad conclusion, therefore, is that standard verbal descriptions of frequency response are
not useful, and most published graphs are not of the right kind to allow for unambiguousinterpretation. It is easy to understand how the popular belief that ‘you can’t measure what
you can hear’ came to be. Bad measurements and useless speciﬁcations are responsible.
Having identiﬁed the presence of a problematic resonance, it is the task of the design engineer to diagnose the… the conventional method of cause, and to prescribe a remedy. All the while, it is essential
specifying frequency response, to keep a close eye on costs. In this task, other specialized
tools are needed, since the origins can be both acoustical± x dB, is useless …
and mechanical, and they can be associated with either thedrivers or the enclosure. It is a curious phenomenon thatthe perception of “boxiness” in sound, may have nothing to do with the box itself. It is notuncommon for the oﬀending resonance to have another origin.
In the analysis of resonances, a scanning laser interferometer/vibrometer is a powerful ally, in that it can show the complete vibratory behavior of a surface, such as a loudspeaker diaphragm or an entire surface of a loudspeaker enclosure. Vibration is important
only if sound is radiated. Surfaces do not always move uniformly,
as a piston, so measurement at a single point can be misleading.
In practice, portions of the surface can move in opposite directions, simultaneously. Consequently, some vibratory modes radiate sound very eﬀectively, others less so, and some not at all. It
is important not to go chasing after modes that simply cannot
be audible. The combination of ﬁnite element analysis, in the design of diaphragms and enclosures, and modal analysis, after the
prototype is built, allow engineers to be intelligent about the way
they use shapes, materials, braces, etc. in reducing the audibility
Figure 17. A scanning laser viof resonances. The traditional method has been to build enclobrometer image of a loudspeakersures from massive, dense and stiﬀ materials, playing it safe. If
diaphragm “breaking up”. Diﬀercost, size and weight are not considerations this method works
ent parts of the cone are moving by
well. However, with attention to modal prediction and analysis,
diﬀerent amounts, in diﬀerent dienclosures with excellent acoustical performance can be built at
rections, all at the same time. This
much lower cost.
is not good.

PREDICTING SUBJECTIVE OPINION
A loudspeaker engineer’s dream is a system by which technical data can be used to reliably anticipate listener preferences. We take it for granted that technical measurements arerepeatable. If done carefully, they may also be accurate, and then they are repeatable when
done by diﬀerent people in diﬀerent locations. If we do enough measurements, we may gain
insights into why listeners react in certain ways to certain loudspeakers.
In contrast, our expectations are that subjective evaluations will be variable. However,
if done with adequate controls, they turn out to be remarkably repeatable, even when doneby diﬀerent listeners – albeit not just any listener. The room is a variable too, so it is well tomaintain it as a constant factor when doing comparisons among numbers of loudspeakers.
In the discussions so far, one can see that speciﬁc technical data correlate well with speciﬁc kinds of perceptions. However, what is missing is a method by which all of the relevant
technical data can be combined in a computational model yielding a number that correlateswith overall subjective preference as determined in carefully-controlled listening tests.
Audio – Science in the Service of Art

19

The concept is not new, but examples are rare. Perhaps the only ones of any practicalnote are the loudspeaker reviews in Consumer Reports, published by Consumers Union(CU), starting about 1970. Based on a comparison of subjective and objective data, a methodof processing sound power measurements was developed that resulted in a percentage accuracy rating [14,15]. Products are rank ordered in quality according to this rating.
Over the years, it became a bit of sport, within the audio community, to be critical ofthis process, alluding to examples of loudspeakers that were believed to be better or worse
than the CU ratings suggested. New knowledge about the acoustics and psychoacoustics ofloudspeakers and rooms suggested that the CU method was ﬂawed. Still, a viable alternative
computational model has been lacking … until now.
With trustworthy technical data from the Harman measurement facility, and with trustworthy subjective data from his program of listening evaluations, Sean Olive has moved
this process forward. Starting with 13 loudspeakers from a CU test, he performed listening
tests of the kind described earlier, and compared the subjective preference ratings with the
published accuracy ratings. The correlation was low, and negative: – 0.22 [16].
Next, models were developed employing diﬀerent subsets of the anechoic data (of thekind seen in Figs. 9-12). One of these models predicted our own listening test results witha correlation of 1.0 [17]. However, the big variable in these exercises is the subjective data.
All 13 CU loudspeakers were evaluated in one long series of listening tests. The ratings
therefore had same kind of self-consistency seen on the left in Fig. 5. However, our routine tests are done in groups of four products, when doing competitive evaluations of new
loudspeakers under development. These subjective ratings are victims of the upward anddownward drifts and the scaling ‘elasticity’ shown in the middle data in Fig. 5. The ratings
are consistent within each test of four loudspeakers but, when data from many groups offour are pooled, scaling distortions contribute artiﬁcial variability. Consequently, when
the correlations were expanded to a total of 70 loudspeakers tested over a period of several
months, the results were less impressive. However, “less impressive” does not mean that theresults were unimpressive. A correlation coeﬃcient of 0.86 between the predicted and realsubjective ratings is remarkable. This is no accident.
Among the results are conclusions that measurements with1/3-octave resolution are notadequate, that sound power or in-room measurements alone are not suﬃcient to predict
listener preferences, and that the ﬂatness and smoothness of high-resolution on-axis curves
need to be given substantial weighting. Powerful research, and the work continues.

LOUDSPEAKERS AND ROOMS
The enclosures behind loudspeaker diaphragms are very important, but it is the onesin front –rooms – that give us really challenging problems. The listening room is the ﬁnal
audio component, and it is the one over which the loudspeaker manufacturer has little orno control.
Loudspeakers can be designed so that they have a reasonable chance of sounding goodin rooms. As shown earlier in Figures 6-8, listeners hear the direct sound ﬁrst, followed
quickly by early reﬂections from ﬂoor, ceiling and sidewalls. Then arrive the multitudes ofsounds from many reﬂecting surfaces after several reﬂections – the reverberation. Ideally,
all of these sounds should reinforce a similar timbral signature in the mind of a listener.
This can only happen if the loudspeakers are designed to radiate similar sounds in all of therelevant directions. In technical terms, this reduces to a requirement for constant, or at leastsmoothly changing, directivity as a function of frequency.
This became evident in the curves of Figures 9-12, showing examples of loudspeakers
that scored highly in listening tests, and some that did not. The winners are easy to pick; ﬂat
Audio – Science in the Service of Art

20

and smooth are beautiful.
But there is more. Within the criteria for good sound, it is possible to design loudspeakers with diﬀerent directional characteristics, ranging from relatively directional forward-ﬁring horns, through the common cone/dome conﬁgurations, to bipoles, dipoles, and various direct/reﬂecting conﬁgurations. Since these designs evolved in the age of two-channel
stereo, it is proper to speculate whether there is a relationship with the delivery medium
and, further, whether the relationship is the same in the new age of multichannel audio. The
vast majority of loudspeakers sold are traditional forward-facing “cone and dome” designs.
These, and horn-loaded variations, are standard equipment in recording studios for use inmonitoring the creative process for stereo as well as multichannel recordings. In homes,
however, other designs have crept in.

LOUDSPEAKERS FOR STEREOWith only two channels, stereo is a spatially-deprived medium. Yes,
some recordings, from the perspective of the symmetrical sweet spot, deliver quite wondrous sounds. However, most recordings are not fully gratifying, with whole sections of an orchestra appearing to emerge from a single
loudspeaker, phantom images inappropriately ﬂoating around, and disappointing sensations of depth and space. The “you are there” sensation is
missing. Motivated by a desire for ever “deeper, wider, more spacious andairy” soundstages, some audiophiles gravitated to loudspeaker designs that
directed substantial energy towards the walls, adding reﬂected sounds to the playback “mix”.
Wide-dispersion forward-ﬁring cone/dome systems, and some bidirectional and multidirectional designs evolved to ﬁll this need. Others experimented with additional loudspeakers and delay devices. It is probably correct to say that the majority of listeners ﬁnd stereo tobe pleasantly embellished if the room reﬂections are energetic. The sound tends to be open
and spacious, with a good sense of depth, but speciﬁc images might be rather vague – inother words, rather like real concerts.
However, some listeners prefer a very speciﬁc, almost pinpoint, sense of image position.
These people are attracted to highly directional horn and large panel loudspeakers. Similar eﬀects can be achieved with other loudspeakers by attenuating early room reﬂections
with large areas of acoustical absorbing material. Among these listeners are many recording engineers. Consequently, recording studios are often acoustically rather dead, and theloudspeakers directional (often horn loaded), or placed very close (so-called near-ﬁeld listening). However, these same people, at home, frequently revert to a more spacious versionof stereo. Let’s hope that this is where they do their reality checks.
This said, there is an abundance of everyday experience, and some scientiﬁc data [4],indicating that the dominant factor in the ‘imaging’ we perceive is the microphone andmixing technique used in the making of the recording. The loudspeakers have an eﬀect, but
it is a subordinate one, and most of that eﬀect has to do with the relative strengths of earlyreﬂected sounds [18].
The problem with customizing the soundstage with a loudspeaker conﬁguration is that
it is totally inﬂexible. Once selected, it gets applied to every recording played through thesystem, whether it is ideal or not. Purists need to reﬂect on the fact that only forward-ﬁring
loudspeakers are used during the recording process, where the recording engineers andartists make their decisions.

Audio – Science in the Service of Art

21

LOUDSPEAKERS FOR MULTICHANNEL AUDIOIn a rational world, the uncertainties of stereo should be eliminated by multichannel
systems. After all, with more channels, and independent control of each, what listeners hearshould be less dependent on the room. Artists can predict the imaging and spaciousness toa much greater degree than stereo could permit. It remains only for consumers to set up
similar loudspeakers in a similar arrangement, sit back and enjoy. Alas, it is not so simple.
As discussed earlier, there is the disparity in production methodologies and philosophies between movies and music, which leads to some diﬀerences in locations and typesof loudspeakers, if listeners are to hear what they should. Fortunately, the locations andconﬁgurations of the front left, center and right loudspeakers are not controversial. Most
home theater installations employ forward-ﬁring loudspeakers in these locations, but thesurround loudspeakers are a diﬀerent matter.
In a multichannel system, the impressions ofspace and envelopment are mainly provided by the
There cannot be a single correct
surround loudspeakers positioned to the sides of theanswer for the loudspeaker conﬁglisteners. Here is where tough decisions need to be
made. What really is at issue here is the matter ofuration until there is agreement at
whether the listener should be in a predominantly
the production end of the process.
direct or predominantly reﬂected sound ﬁeld fromthe surround loudspeakers.
From the perceptual point of view, impressions of ambiguous localization and spaciousness exist when sounds arriving at the two ears are uncorrelated. This can be achieved byusing multidirectional loudspeakers that generate many reﬂections. Some refer to this as a“diﬀuse” sound ﬁeld. It isn’t truly diﬀuse in the small, acoustically well damped, rooms we
use for home theaters. Still, it is a multidirectional reﬂected sound ﬁeld, and it can encourage
the perception of ambiguous localization. Uncertainty arises because, for this sound ﬁeld
to be created, the room surfaces need to be reﬂective in the right locations relative to theloudspeakers and listeners. Multidirectional loudspeakers rely on reﬂective walls to deliver
their sounds to listeners.
On the other hand, if there is decorrelation in the reJBL K2 S9800
cording, or it is created electronically in a surround processor during playback, the same eﬀect can be achieved
using conventional forward-ﬁring loudspeakers. The
uncertainty is gone.
Movies are made assuming that audiences will experience a multiplicity of surround speakers down thesides and across the back of a cinema. At home, this argues for multidirectional surround speakers, additional
electronic decorrelation, or multiple forward-ﬁring
loudspeakers.
Music, in contrast, is mixed in the expectation that
listeners will have ﬁve identical loudspeakers, three acrossthe front and one on each side, situated slightly behind.
Movies use the surround channels for directionally ambiguous ambient sounds, music, and occasional momentary sound eﬀects. Music recordings might put a wholemusician in a surround channel, or a group of backing
musicians in both surround channels.
There cannot be a single correct answer for the loudAudio – Science in the Service of Art

22

speaker conﬁguration until there is agreement at the production end of the process. So, insetting up a multichannel audio system, some serious thought must be given to how it is to
be used.

GOOD BASS IN ROOMS – SCIENCE TO THE RESCUEAt low frequencies the room interactions take on a special ﬂavor because of the way
acoustical standing waves (resonances) dominate what we hear. The quantity and qualityof bass sound is as much or more determined by the room and how it is set up, as it is the
speakers themselves [10,19,20,21]. In the investigation of many rooms over the years, I
would estimate that something like 80% have serious bass coloration - too much, too little,
boomy, uneven, etc. Add to this the inevitable seat-to-seat variations in bass, and it is clearthat a lot of our customers need help.
This situation is an enormous frustration for speaker manufacturers. Once the productis in a box, on a truck, we have lost control of how the speaker will sound at low frequencies. Gaining some control has been the objective of several research projects and productinnovations over the years. Short of hiring an acoustical consultant, and being willing torearrange the furniture and possibly rebuild the walls, what can be done?
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Figure 18. A loudspeaker placed in threelocations within a 2 ft. radius and measured at the listening positions in a typical room. The graphs show the profoundeﬀects of room resonances at frequencies
up to about 300Hz. Above that frequency the curves change relatively little indicating the dominance of the loudspeakerfrequency response and directivity indetermining the shape of the curve. The
dividing frequency is a function of roomsize, moving lower as the room gets larger. This explains why bass sounds so goodin concert halls.

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There are two steps in the solution. The ﬁrst step is to decide how many listeners shouldhave expectations of good bass. Seat-to-seat variations in bass quality can be huge. If there
is only a single listener, then proceed immediately to EQUALIZATION. If there are multiple
listeners deserving of good bass, then visit SOUND FIELD MANAGEMENT for explanations of how to employ multiple subwoofers to achieve more uniform bass at several seatsin a room.

SOUND FIELD MANAGEMENTWith a thorough understanding of acoustical standing waves in rooms, it is possible tomanipulate them by using multiple subwoofers. In any given situation, it may be possible toalleviate a problematic resonance by the clever positioning of one or more subwoofers [15].
However, such a solution is not likely to work in another room – all rooms are diﬀerent. The
approach we adopted was to look for a more general solution to the problem, one that could
Audio – Science in the Service of Art

23

be trusted to work in many rooms. It turns out that there are, in fact, two solutions: one forsimple rectangular rooms, and one for rooms with more complicated shapes.
 Rectangular rooms. These rooms must have mostly ﬂat walls, ﬂoor and ceiling, andno large openings to other spaces. Summarizing the results of an elaborate study, Figure 19
shows some of the recommended subwoofer arrangements. There is no improvement in using more than four subwoofers. The identical loudspeakers are driven with identical signals.
Some of the arrangements permit the use of smaller subwoofers. See Reference 22 for more
options, and more explanation.

Figure 19. In rectangular rooms, some of the arrangements for two or four subwoofers that yield improved bass
uniformity over the listening area. From Ref. 18.
 Non-rectangular rooms. Things get much more complicated in these rooms; there
are no safe generalizations and every room must be treated individually. Inevitably, acoustical measurements are necessary, and some form of optimization algorithm is needed towork through the variables. In addition to the room, loudspeaker position, and listener
position, the variables can now be expanded to include any or all of: delay, amplitude andparametric equalization in each of the subwoofer signal feeds. The questions are: how many
subwoofers do we need, where should they go and what signals do we feed them? In thissolution, the user is provided with some form of measurement and computational capability. This can be an elaborate stand-alone system for custom installers, or a simpliﬁed system
for the mass market.
The setup of such a system begins by identifying possible locations for subwoofers, andspecifying listener locations. Complex acoustical transfer function measurements are thenmade from each potential loudspeaker location to each listener location. Working with thestored data, an optimization algorithm then calculates the best solutions for the number ofsubwoofers the operator speciﬁes. The output is a set of predicted frequency responses at
each listening location. So, one can evaluate how well the system can work with two, three,four, or more subwoofers, looking to minimize variations in frequency response among
the listening locations. The customer can then choose to go with the most cost-eﬀective orpractical arrangement, or with the very best one, if cost is not an issue. It is possible even tohave diﬀerent optimized solutions for diﬀerent numbers of listeners. An elaborate custom
system might have settings for “me”, “me and my best friend” and “a full house”. See Reference 23 for more information.

EQUALIZATIONWith one subwoofer, and a lot of luck, it is possible to deliver good bass to a single
listener. But what if you are not lucky? With one subwoofer, a device capable of measuringhigh-resolution (1/10-octave or better) frequency responses, and a parametric equalizer, it
Audio – Science in the Service of Art

24

is possible to deliver good bass to a single listener – no luck required. Some other listeners
in the room may also be content, but they now are the ones with the luck.
Sound ﬁeld management, as described above, yields the desirable situation of several
listeners in a room hearing similar bass sound. Now we need to apply equalization to makethat sound good. Interestingly, in the process of reducing the seat-to-seat variability, we havealso reduced the need for aggressive equalization – a win all around.
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Figure 20(a). Using one subwoofer, frequency response measurements madeat ﬁve seating locations in my listening
room. The max/min variation among
these curves is 28 dB! The two dashedcurves are ﬂatter than the others but,
unluckily, my seat is one of the others.
If one of the lower curves is equalized to
be ﬂatter, both of the dashed curves will
acquire huge bass excesses.
Figure 20(b.) With four sound-ﬁeldmanaged subs, equalized, all of thesecurves track each other closely. The dips
are very narrow, and appear to be inaudible. Bass is now similarly and superbly deep and ‘tight’ in all of the seats.

There are some things equalization can and cannot do:
1. It can help with some, but not all, loudspeaker problems. With comprehensive laboratory measurements (like Figs. 9–12) to work from, equalization can be used to make agood speaker sound better. Once a loudspeaker is in a normal room, we lose the ability tomeasure it in ways that allow us to be totally analytical. Without knowing what is wrong,
we don’t know whether equalization is the right solution for the problem. For example,
equalization can change frequency response, but it cannot change directivity, yet together
they determine the basic shape of a room curve. Poor directivity control, as a function of
frequency, can only be cured by using a better loudspeaker. In general, if the speaker has
been competently designed, it should probably be left alone at frequencies above about 300
to 500 Hz, whatever the room-curves look like. Since all manufacturers claim to be competent, consumers have a problem. Automated equalization systems that are not dedicated to
speciﬁc loudspeakers have a problem. They have no special “inside information” about theloudspeakers, so those that make adjustments over the whole audio frequency range are, as
they say in ’Vegas, rolling the dice. Caveat Emptor.
2. It can help with some, but not all, room interaction problems. At frequencies below
about 300 to 500 Hz, the shape and size of the room, and the position of the speaker andlistener within it dictate the system performance. Two factors are active here: room resonances, some with quite high “Q”, can cause note-to-note ﬂuctuations
in loudness, and boominess in percussive drum and bass sounds. Since room resonances behave as minimum-phase systems, once the peak in the amplitude frequency response (See Figure 14) has been attenuated using a matching parametric ﬁlter,
the time-domain misbehavior (the ringing seen in Figure 16) will also be tamed.
This works.
 Acoustical interference caused by the interaction of many reﬂected sounds withAudio – Science in the Service of Art

25

in the room. These “comb ﬁlters” are non-minimum-phase phenomena, and theycannot be corrected with equalization.
Spatial averaging – measurements made at several locations and averaged – can help
separate these phenomena by attenuating the visibility of acoustical interference, while leaving resonances relatively unchanged.
The misuse of equalization over the years has given it amixedreputation. Steady-state room curves are crude measureThe misuse of equalization
ments, in that the microphone simply adds up all of the incomover the years has given it ing sounds, from all directions, and without regard to relative
timing. Two ears and a brain are much more sensitive and anaa mixed reputation.
lytical – directionally, temporally and spectrally.
Allusions to perceptual critical bands frequently suggest that
this is the resolution of the ear; that anything existing within a critical band is perceptuallycombined. This argument has been used to justify measurements with1/3-octave resolution,even though this is not an accurate representation of actual critical bandwidths.
In psychoacoustic research, it has been found that loudness summation, masking andmultiple-tone identiﬁcation all exhibit behavior that relates to critical bands. For example,
two tones separated by less than a critical band may not be perceived as two recognizably
separate tones. However, multiple tones occurring within a critical band don’t disappear, nor
do they lose all identity. In fact, they interact with each other non-linearly, generating beats
and roughness that are components in the sounds of instruments and music. If anything
happens to change the amplitude or frequency of these multiple events within a criticalband, then the perception is changed. If one tone is signiﬁcantly changed in amplitude, thebeating and roughness that we hear will surely change. This means that, in order to preserve
the perceived ﬁdelity of all sounds, reproducing systems must be examined with resolutions
much ﬁner than the critical bands and their popular incarnations, 1/3-octave ﬁlters. Making
things worse in the measurement world is the use of ﬁxed-frequency ﬁlters. The ears do nothave critical bands centered on internationally-standardized frequencies. The critical bands
are continuously variable responding to the sounds that are present. A high resolution curvesmoothed by a 1/3-octave sliding ﬁlter is a better approximation to certain aspects of hearing. However, in assessing the performance of sound reproduction equipment and rooms,
where all aspects of hearing are brought to bear, greater resolution is required.
In our work with designing and evaluating loudspeakers there have been numerous occasions when listeners heard problems that were visible only with measurement resolutionsof 1/10-octave or better. All of them were very high-Q resonant phenomena. Identifying the
precise frequency and Q of resonances helps determine their origins and apply appropriate
remedies. In the case of room resonances, high resolution data are necessary in order to design the correct ﬁlters to attenuate and damp the resonances. Fortunately, several computerbased measurement systems exist that allow all of this to be done at reasonable cost.
A simple implementation of these principles exists in the Inﬁnity Room Adaptive Bass
Optimization System (R.A.B.O.S.™), in which powered woofers and subwoofers are equippedwith a single band of parametric equalization. Supplied with the loudspeakers is a CD oftest signals, a sound level meter, and a clever device for identifying the Q, or bandwidth,of a problem resonance. Straightforward instructions, or automated website calculations,lead the customer or installer through a sequence of operations aimed at identifying andattenuating the single most objectionable room resonance. In practice, most rooms exhibit
only a single powerful resonance, so a single ﬁlter can be a great improvement. The system isdesigned to attenuate only, so the uninitiated cannot try to ﬁll acoustical cancellation holes
in the frequency response.
Audio – Science in the Service of Art

26

JBL Synthesis systems have had elaborate, semi-automated digital measurement andequalization systems for several years. Revel, and electronic equipment manufacturers Lexicon, Harman/Kardon and Mark Levinson are all on track with various versions of measurement/equalization
systems.
Customized
equalization has beenused for years in Harman
suppliedautomotive
OEM audio systems.
Without it, good soundin a car interior is all but
impossible.
The era of roomadaptive loudspeakers
has begun. Sadly, manyof those currently in the
The JBL LSR 6300 series of studio monitor loudspeakers. The large three-way marketplace are poor
loudspeaker and the subwoofer are equipped with an equalizer that is set up implementations, thus
using the measuring system shown. This brings room-adapted bass to the re- perpetuating the “EQ iscording studio, including the increasingly popular home studios. Better and bad” notion. Bad equalization is bad. Equalizamore consistent recordings should be the result.
tion, done properly, is theicing on the cake.

IN CONCLUSION
The literature of audio continues to be sprinkled with letters, articles and internet discussions debating the merits of science in audio. The subjectivist stance is that “to hear is tobelieve”, and that is all that matters. Some of the arguments conjure images of white-coatedengineers with putty in their ears, designing audio equipment and not caring how it sounds,
only how it measures. I have never met such a person in my nearly 40 years in audio.
The simple fact is that, without science, there would be no audio, as we know it. Without
extensive and meticulous subjective evaluation to conﬁrm the meaning of measurements,
there would be no audio science, as we know it. Without audio science, audio engineering
would be a trial and error exercise. Clearly, one must pay close attention to both the objective
and subjective forms of product evaluation, because there is still more to learn.
The recent work showing strong correlations between predicted (from technical measurements) and real subjective ratings is, perhaps, the strongest evidence that we are on theright track. A faith in the scientiﬁc method is not a blind faith. It is a faith built on a growing
trust that measurements can guide us to produce better sounding products at every pricelevel, for every application. The ﬁnal proof, though, is in the listening because, as much as
we have come to trust measurements, we must always be alert to new variables.
Readers may have noted an absence of references to non-linear distortions. It is notthat they are unimportant, but rather that current design practices have reduced them to thepoint where they are not normally factors in determining listener preferences. However, it
does occasionally happen that they are, and that is another reason to listen. In the meantime, the search for more meaningful ways to quantify non-linear distortion continues. Present measures of harmonic and Equalization, done properly,intermodulation distortion are crude in the extreme, exhibitingis the icing on the cake.
very poor correlation with how devices sound with music.
Audio – Science in the Service of Art

27

The Harman International loudspeaker companies – JBL, Inﬁnity, Harman/Kardon andRevel – have invested heavily in measurement facilities that allow them to take the fullest
advantage of existing audio science. They have invested in talented engineers who understand and respect the scientiﬁc method, good sound and great music. They have invested inelaborate listening rooms where they can enjoy and criticize the fruits of their labors. There
are people on staﬀ with many years of experience in successfully probing the frontiers ofknowledge in product design and audio science, and they continue to push those frontiers.
Perhaps the most gratifying outcome of this research is a genuine improvement in loudspeakers; one that increases the probability that they will sound good in any room. Coupledwith this is the recent work on sound ﬁeld management, which allows us, for the ﬁrst time in
the history of audio, to deliver similarly good bass to several listeners in a room or car. Digital technology has ﬁnally reached the cost level where all of this can now be implemented
in chips costing a few dollars. Having the technical ability is one thing. Knowing what to dowith that technical ability is what really counts. We have both. Stay tuned.

REFERENCES
1. Toole, F.E., “Listening Tests, Turning Opinion Into Fact”, J. Audio Eng. Soc., vol. 30,
pp. 431-445 (1982 June).
2. Toole, F.E., “Listening Tests - Identifying and Controlling the Variables”, F.E. Toole,
Proceedings of the 8th International Conference, Audio Eng, Soc. (1990 May).
3. Toole, F.E. and S. E. Olive, “Subjective Evaluation”, in J. Borwick, ed. “Loudspeaker
and Headphone Handbook - Second Edition”, chap. 13 (Focal Press, London, 2001).
4. Toole, F.E., “Subjective Measurements of Loudspeaker Sound Quality and Listener
Performance”, J. Audio Eng. Soc., vol. 33, pp. 2-32 (1985 January/February)
5. Olive, S.E., “A Method for Training of Listeners and Selecting Program Material for
Listening Tests”, 97th Convention, Audio Eng. Soc., Preprint 3893 (1994 November).
6. Olive, S.E., “Diﬀerences in Performance and Preference of Trained versus Untrained
Listeners in Loudspeaker Tests: A Case Study”, J. Audio Eng. Soc., vol. 51, pp806-825 (2003
September).
7. Toole, F.E. and S. E. Olive, “Hearing is Believing vs. Believing is Hearing: Blind vs.
Sighted Listening Tests and Other Interesting Things”, 97th Convention, Audio Eng. Soc.,
Preprint 3894 (1994 Nov.).
8. Toole, F.E., “Loudspeaker Measurements and Their Relationship to Listener Preferences”, J. Audio Eng, Soc., vol. 34, pt.1 pp.227-235 (1986 April), pt. 2, pp. 323-348 (1986May).
9. Devantier, A., “Characterizing the Amplitude Response of Loudspeaker Systems”,
113th Convention, Audio Eng. Soc., Preprint 5638 (2002 October).
10. Olive, S.E., P. Schuck, S. Sally, M. Bonneville, J. Audio Eng. Soc.,“The Eﬀects ofLoudspeaker Placement on Listener Preference Ratings”, Vol. 42, pp. 651-669 (1994 September)
11. Olive, S.E., B. Castro and F.E. Toole, “ A New Laboratory For Evaluating Multichannel Systems and Audio Components”, 105th Convention, Audio Eng. Soc., Preprint 4842
(1998 Sept).
12. Toole, F.E. and S. E. Olive, “The Modiﬁcation of Timbre by Resonances: Perception
and Measurement”, J. Audio Eng, Soc., vol. 36, pp. 122-142 (1988 March).
13. Olive, S.E., P. Schuck, J. Ryan, S. Sally, M. Bonneville,“The Detection Thresholds ofResonances at Low Frequencies”, J. Audio Eng. Soc. Vol. 45, No. 3 (1997 March.)
Audio – Science in the Service of Art28

14. Seligson, L., “How Consumers Union Tests Speakers”, Stereo Review, pp. 62-66, Feb.
1969.
15. Anon, “Loudspeaker Accuracy: CU’s Tests”, Consumer Reports, p. 456, July 1973.
16. Olive, S.E., “A Multiple Regression Model for Predicting Loudspeaker Preference
Using Objective Measurements: Part I - Listening Test Results.” 116th Convention, Audio
Eng. Soc., Preprint 6113, 2004 May.
17. Olive, S.E., “A Multiple Regression Model for Predicting Loudspeaker Preference
Using Objective Measurements: Part II - Development of the Model.” 117th Convention,
Audio Eng. Soc., Preprint , 2004 Oct.
18. Olive , S.E., and F.E. Toole, “The Detection of Reﬂections in Typical Rooms”, J. Audio Eng, Soc., vol. 37, pp. 539-553 (1989 July/August).
19. Toole, F.E., “Loudspeakers and Rooms for Stereophonic Sound Reproduction”, Proceedings of the 8th International Conference, Audio Eng, Soc. (1990 May).
20. Schuck, P.L., S.E. Olive, J. Ryan, F. E. Toole, S. Sally, M. Bonneville, E. Verreault, K.
Momtahan, “Perception of Reproduced Sound in Rooms: Some Results from the Athena
Project”, pp.49-73, Proceedings of the 12th International Conference, Audio Eng. Soc. (1993
June).
21. Olive, S.E., P. Schuck, J. Ryan, S. Sally, M. Bonneville,“The Variability of Loudspeaker Sound Quality Among Four Domestic-Sized Rooms”, presented at the 99th AES Convention, preprint 4092 K-1 (1995 October).
22. Welti, T., “How Many Subwoofers are Enough”, 112th Convention, Audio Eng. Soc.
Preprint 5602. (2002).
23. Welti, T. and A. Devantier, “In-Room Low Frequency Optimization”, 115th Convention, Audio Eng. Soc., Preprint 5942. (2003).

Sean Olive, Allan Devantier and Todd Welti work with the author in the Harman International, Corporate Engineering R & D Group, in Northridge, California.

harman/kardon
www.jbl.com

www.inﬁnitysystems.com

Audio – Science in the Service of Art

www.harmankardon.com

www.revelspeakers.com

www.jblpro.com

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