A typical example: front left subwoofer only. Four subwoofers with Sound Field Management. A Direct Comparison

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Room EQ is a misnomer We can only modify the signals supplied to loudspeakers in the room. Reflections cannot be added or removed Reverberation time cannot be changed Seat-to-seat variations in bass cannot be reduced We cannot change the frequency-dependent directivity (DI) of loudspeakers, or the frequencydependent absorption of acoustical materials and furniture. We must not EQ room curve irregularities caused by non-minimum-phase phenomena. 109 In small rooms, below the transition frequency, a special strategy is needed: Room Transition Loudspeaker All rooms will be different All seats in the room will be different Bass quality and quantity is about 30% of our assessment of overall sound quality. Normally, EQ can attenuate the minimumphase low frequency room resonances but only at a single seat. 110 With our present knowledge of room modes/standing waves: Using multiple subwoofers we can selectively amplify or attenuate specific low frequency modes in rooms. In rectangular rooms certain arrangements of two or four subwoofers can reduce seat-to-seat variability in a central listening area. In rooms of arbitrary shape, multiple subwoofers, measurements and signal processing can attenuate most room modes, providing even better seat-to-seat consistency. Harman s Sound Field Management is one such solution. Then EQ can be beneficial for several seats. A typical example: front left subwoofer only Toole, Sound Reproduction, Focal Press, 2008, Chapter 13 111 112 Four subwoofers with Sound Field Management A Direct Comparison No aggressive EQ is needed, and all listeners get to hear very similar and very good bass. 113 No strong resonances, no audible ringing = tight bass. All of this is achieved without low-frequency absorbers! 114 19

My own listening room So we think we understand something about the physical sound field in rooms. Note the signal levels! Does any of this translate into being able to anticipate better sound reproduction? Toole, Sound Reproduction, 2008, Figure 13.18 116 A definitive test: part one Perform double-blind listening tests on 70 loudspeakers of many brands, sizes and prices. The result: subjective ratings on a scale of 10. These are ratings of sound quality in a normal room! A definitive test: part two Develop a model for predicting subjective ratings from an analysis of Spinorama anechoic measurements on the 70 loudspeakers. Rating = 12.69 2.49*NBD_ON 2.99*NBD_PIR 4.31*LFX + 2.32*SM_PIR These are descriptions of the sound source only! 117 118 A definitive test: part three Correlate the real subjective ratings with the calculated preference ratings. The result: a correlation coefficient of 0.86 1.0 would be perfect; this is almost there! From anechoic data, we have predicted in-room subjective ratings Correlation coefficient 0.86! Sean Olive: AES preprint 6113, 2004, preprint 6190, 2004 119 And the best loudspeakers sound best! 20

Leveling the playing field makes the result even more impressive The 70 loudspeakers in the original test population included expensive ($20k/pr) floorstanding models (full bandwidth) as well as small inexpensive bookshelf models (restricted bass). The following data show a comparison of similarly sized and priced bookshelf units the same 13 models used in a contemporary Consumers Union (CU) published comparison test. 121 CU calculated accuracy scores from 1/3-octave sound-power measurements and these were the principal factor in their ratings, best to worst, down the page of the magazine. No subjective evaluations. The listener preference ratings shown below are from balanced double-blind, positional substitution, evaluations. r = - 0.22 p = 0.46 The predicted preference ratings are from Olive s processing of Spinorama data. r = 0.995 p = <0.0001 After these results were published, CU interrupted loudspeaker evaluations and upgraded their process. 122 Persuasive visual correlations Over 350 listeners! Whose opinion can we trust? The previous test included over 350 listeners by the time it was terminated. Among them were the following 268 people: Cell Mean for Preference Ratings PREFERENCE RATINGS 8 7 6 5 4 3 2 1 0 Cell Bar Chart Grouping Variable(s): Loudspeaker Error Bars: 95% Confidence Interval Brand Y Brand X Brand B Brand A 123 Listener performance is based on the F L statistic, a measure of the consistency of repeated judgments and the strength of rating differentiation. All groups agreed on the relative rankings of the products. (Olive, JAES, pp.806-825, 2003) 124 If we can adequately describe the acoustic nature of the source, we should be able to predict what is perceived in a room. What does Olive s predictive algorithm tell us about loudspeakers? For music, a smooth, flat on-axis response is preferred. The DI should be smooth and relatively constant. Smooth on and off-axis curves i.e. absence of resonances yields higher scores. [Spatial averaging of measurements separates resonances (bad) from acoustical interference (not always bad).] 1/20-octave data yield better correlations than 1/3-octave data. Conclusion: fine details are audible. Bass performance accounts for about 30% of the factor weighting. 125 126 21

A parallel with musical instruments? Jürgen Meyer, at PTB in Braunschweig, 30 years ago told me that a basic indicator of excellence in musical instruments was a uniform acoustical output over the playable frequency range. They had elaborate schemes to measure it. In 2008 Bissinger (JASA) tells us that the best violins... are more even across the measured range, and strong in the lowest range. To me this sounds remarkably like: a flat frequency response and good bass Can we predict sound sound quality from manufacturers specifications? 127 128 $200/pair But, more is learned when we see all of the curves Frequency response: 58 Hz 22 khz ± 3 db $200/pair The curve contains more information These are resonances But still an excellent performance at the price. Add a subwoofer for an impressive experience. 129 130 $1800/pair But, more is learned when we see all of the curves Frequency response: 28 Hz 22 khz ± 3 db $1800/pair This curve is better than the specification suggests! The marketing department slavishly followed the ± 3 db industry tradition. This is a small resonance close to the detection threshold. Exceptional performance at the price! 131 132 22

$11,000/pair Frequency response: 28 Hz 22 khz, ±3dB But, more is learned when we see all of the curves Very directional: No two listeners experience the same sound $11,000/pair With substantial spectral smoothing, maybe... but that would be cheating! These are resonances! 133 A poor investment! 134 $20,000/pair Frequency response: 32 Hz 28 khz ± 3 db on reference axis Meets the spec, but no prizes. But, more is learned when we see all of the curves Disappointing, especially at the price! $20,000/pair Not flat - anywhere! This is an audible resonance! 135 This is a directivity problem 136 $16,000/pair But, more is learned when we see all of the curves Listening window response: 33 Hz - 20 KHz ± 1.0 db $16,000/pair An aggressive specification, but how does it sound? It should (and does) sound very, very good! 137 138 23

There is more useful and reliable information on the side of a tire than in most loudspeaker specifications! An example of the state-of-the-art. An active professional control-room monitor also used in high-end home theaters 139 140 The future is here. It s just not widely distributed yet. William Gibson But this new standard incorporating the spinorama method should help... 141 Two problems: Many manufacturers do not have the capability of making the necessary measurements. Some manufacturers, when they see such data on their products, would not want it to be made public. This sets the stage for some independent evaluators with access to competent measurements. It could be a game changer. 142 PART 2: Room Acoustics The loudspeaker, the room and the listener form a system. The loudspeaker is the dominant factor, but the room cannot be ignored. 143 144 24

Is There an Ideal Room Shape? LENGTH Not wrong, but irrelevant in sound reproduction Assumption: that all room modes are equally energized by the speakers they are not. Assumption: that all of the modes are equally heard by the listener(s) they are not. Assumption: that all classes of modes axial, tangential and oblique are equally important they are not. The only modes that matter are those involved in the transfer of sound energy from the loudspeakers to the listener(s). WIDTH 145 146 The listening arrangement assumed for ideal room calculations all modes are energized and heard. A practical listening location does not couple to all of the modes. NOTE: The room is assumed to be perfectly rectangular, with perfectly flat, perfectly reflecting floor, ceiling and walls. 147 148 A practical loudspeaker location does not couple to all of the modes. Two loudspeakers void the predictions. 149 150 25

And with five loudspeakers a whole new approach is necessary! Which is why none of these matter! LENGTH 151 WIDTH 152 This is why it is sensible to employ multiple-woofer strategies to manage the standing waves/ modes below the transition/ Schroeder frequency. Above this frequency we must focus on the audible effects of reflected sounds. The story begins with Precedence / Haas / First-Wavefront effect. 153 154 The basic experiment set up by Haas (1949) and others before and since. DELAYED LOUDSPEAKER DELAYED LOUDSPEAKER 45 LISTENER Sound image LISTENER REFERENCE LOUDSPEAKER Hemi-anechoic listening conditions laboratory roof 155 REFERENCE LOUDSPEAKER Delay = 0 Summing localization Test signal: speech Equal sound levels both channels 156 26

DELAYED LOUDSPEAKER DELAYED LOUDSPEAKER LISTENER LISTENER Sound image Delay 0 to 0.7 ms Summing localization Stereo image panning 157 Sound image Delay ~ 1 to 30 ms The precedence effect fusion interval for speech with equal-level reference and delayed sounds. 158 DELAYED LOUDSPEAKER Second simultaneous sound image The unique Haas data DELAYED LOUDSPEAKER Second sound image LISTENER LISTENER Sound image Delay > 30 ms OR the delayed sound is higher in level than the direct sound. The precedence effect has broken down. But the earlier sound is still dominant. 159 Sound image For each delay, Haas asked his listeners to adjust the relative level of the direct and delayed sounds until they appeared to be equally loud. 160 R E L A T I V E L E V E L db +10 0-10 -20-30 Haas called this the echo suppression effect Some people think that the delayed sound is masked by the first arrival. THIS IS NOT TRUE!!! RESULT: The delayed loudspeaker could be up to 10 db higher in SPL than the reference loudspeaker, without appearing to be louder. -40 0 10 20 30 40 50 60 ms DELAY Test signal: speech 161 What is true, then? 162 27

Experiments investigate the audible effects of individual reflections The audible effects of a single lateral reflection for speech 163 164 The audible effects of a single lateral reflection for speech The precedence effect fusion interval and zone for speech SPATIAL EFFECT + SHIFT & SPREADING OF PRIMARY IMAGE + REFLECTION AUDIBLE AS A SECOND SIMULTANEOUS IMAGE SPATIAL EFFECT + SHIFT & SPREADING OF PRIMARY IMAGE SPATIAL EFFECT ECHO SECOND IMAGE DISPLACED IN TIME & SPACE LIMIT OF THE PRECEDENCE EFFECT Domestic room reflections do not affect localization of speech 165 166 The effects of other room reflections on the audibility of an individual lateral reflection The localization of a phantom image is as durable as that of a loudspeaker RT=0.4s Reflections in rooms elevate all thresholds 167 168 28

0 Detection thresholds for different kinds of sounds Single reflections in small rooms Relative Level (db) -10-20 -30-40 CASTANETS WITH REVERB (Olive & Toole, 1989) CLICKS (Olive & Toole, 1989) -50 0 10 20 30 40 50 60 70 80 Delay (ms) MOZART (Barron, 1971) PINK NOISE (Olive & Toole, 1989) SPEECH (Olive & Toole, 1989) There is a progression from continuous to discontinuous sounds 169 They are all audible... but not loud enough to disrupt the precedence effect 170 The effect of incident angle 171 Broadband reflection Reflection after High-frequency absorption 500 Hz low pass The effect of spectrum The detection threshold of a reflection is more reliably revealed by spectrum level than by a broadband, spectrally blind impulse response or ETC. The audible effect will be different but it will still be audible. Toole, Sound Reproduction, Figure 6.18 Does breaking a reflection into smaller pieces change things? Subjectively these were judged to be about equally loud So, when we look at evidence like this broadband ETC can we be confident about what it is telling us? Cremer &Müller (Schultz), 1982, Fig.1.16 173 174 29

The Precedence Effect work in progress Is a COGNITIVE effect. Learning and adaptation play roles in what we perceive. It takes a short time to build up and as long as 9s for the effect to disappear. A change in the pattern of reflections number, timing or spectrum initiates a new build up, without removing the old one. We can remember up to 5 scenes. With training, listeners can become desensitized to it. In terms of their influence on timbre and loudness, all delayed sounds appear to contribute to our perceptions there is opportunity for much new research. 175 An interesting note: The Precedence Effect appears to be most effective when the spectra of the direct and reflected sounds are similar. This is an argument for: constant-directivity loudspeakers and frequency-independent (i.e. broadband) reflectors, absorbers and diffusers. 176 In terms of localization ONLY Initial perception After build up In all other respects: timbre, loudness, spaciousness, etc. everything is still there 177 178 Reflection levels preferred by listeners for speech Reflection levels preferred by listeners for classical music Listeners do not like more than one voice location. But an expanded orchestra is fine for classical music Toole, Sound Reproduction, Focal Press 2008, Chapter 7 179 Toole, Sound Reproduction, Focal Press 2008, Chapter 7 180 30

Observations: Listeners like the spatial embellishments added by reflections For speech they stayed within the bounds of the precedence effect only one image. For classical music they went beyond the precedence effect, allowing the spatial extent of the sound stage to be expanded. The reflections that they like are higher in level than those that can be provided by natural reflections in the listening room. We need multichannel audio! 181 How many channels and where? Two significant investigations: 1. A subjective comparison of simple loudspeaker arrangements with a 24- channel system asking listeners to rate the degree of impairment of perceived envelopment (LEV). Hiyama, K., Komiyama, S. and Hamasaki, K. (2002). The minimum number of loudspeakers and its arrangement for reproducing the spatial impression of diffuse sound field, 113 th Convention, Audio Eng. Soc., Preprint 5674. Toole, Sound Reproduction, Focal Press 2008, Chapter 15 182 How many channels and where? Almost as good as 24 loudspeakers Two significant investigations: 2. An objective comparison of Frequencydependent IACC in four halls, compared to FIACC measured in multichannel reproductions of those spaces. Muraoka, T., Nakazato, T. (2007). Examination of multichannel sound field recomposition utilizing frequency dependent interaural cross correlation (FIACC), J. Audio Eng. Soc., 55, pp. 236-256. Stereo and front/back symmetry are not effective Toole, Sound Reproduction, Focal Press 2008, Chapter 15 183 Toole, Sound Reproduction, Focal Press 2008, Chapter 15 184 The ITU-R BS.775-2 recommendations: reference A center channel improves things Toole, Sound Reproduction, Focal Press 2008, Chapter 15 Stereo and front/ back symmetry are not effective 185 With only 5 channels the side channels must be slightly behind the listener to allow for flyovers in movies. With 7 or more channels rear loudspeakers provide flyovers leaving side channels to be located to enhance LEV. 31

The same comb filter; three different effects Moderate to pleasing effect very small effect greatly degrading effect Clark, D.L. AES Preprint 2012, 1981 We need to have good psychoacoustical data to allow us to interpret technical measurements. 188 Loudspeakers for sound reproduction in different spaces DI of a human talker Toole book, Figure 10.3 Measurements used to estimate human response to sound must include the directivity of the sound source. RT measurements made with omnidirectional sound sources are imperfect data. DI of B&K 4292 Obviously the nature of the sound source matters, but what about the receptor? Tests show that RT measurements with a dummy head are close to those made with an omnidirectional microphone. Is this reassuring? No. What is missing is the directionally discriminating, temporally and spectrally analytical, cognitively adaptive brain between the binaural microphones! J OmniPower 189 190 Because most of the sound we hear is reflected...... It seems logical that all surfaces and acoustical devices on them should be spectrum-neutral above the transition frequency. Resistive absorbers: thickness matters. If so, based on commonly available information, in small rooms: Absorbers should be at least 3 inches deep. Engineered diffusers should be at least 8 inches deep. Let us look at absorbers. 191 Toole, Sound Reproduction, Focal Press 2008, Chapter 21 192 32

2-inch (50 mm) rigid fiberglass board A simple reinterpretation of these data, looking at the attenuation of sound reflected from such a surface. This suggests that everything above 500 Hz is absorbed. 193 194 The angle of incidence matters: 0 The angle of incidence matters: 45 Data from Peter D Antonio 195 Data from Peter D Antonio 196 A substantial difference! And adding fabric covering: This does not show up in random-incidence measurements - they stop at 6 khz (4kHz octave band CF) With fabric No fabric Data from Peter D Antonio 197 Data from Peter D Antonio 198 33

A wall is an acoustic mirror, creating a duplicate loudspeaker 199 A 2 absorber redesigns the loudspeaker by attenuating the off-axis mids and highs in the second loudest sound to reach the listener s ears. The rest of the sound is still reflected, and the loudspeaker sounds duller. How can this be a good idea? 200 What left the excellent loudspeaker What is reflected from the imperfect absorber on the wall A broadband absorber attenuates the reflection without changing its spectral balance. This is the correct thing to do! 202 201 Audio/acoustics industry upgrade: Find a way to give us some relevant acoustical measurements on the materials we use and for the frequency range over which they are used. We do not live and listen in diffuse sound fields and we listen to sounds having bandwidths much in excess of speech especially bass! 203 In all of the acoustical spaces that matter to the audio industry: Domestic listening rooms and home theaters. Recording control rooms for music. Dubbing stages for film sound. Cinemas. Dedicated live/amplified performance venues. The sound fields are dominated by direct and early reflected sounds. These are not diffuse Sabine spaces. Why then, do we persist in treating them as if they were? Another example: headphones. 204 34

Sound Reproduction Science in the Service of Art Headphone target frequency responses have been disputed for decades A few have been inspired by free-field HRTFs More have employed diffuse-field integrations. Most have ignored both, and simply experiment to find something they think the public will buy. But recordings are made using loudspeakers in rooms, on the presumption that they will be listened to using loudspeakers in rooms. Should not headphones consider this fact. The following recent test addressed the issue. 205 Preferred Headphone Target Response Should we be surprised? BASED ON THE SOUND FIELD CREATED BY GOOD LOUDSPEAKERS IN A GOOD LISTENING ROOM DIFFERENT VERSIONS OF A DIFFUSE FIELD TARGET BASED ON ANECHOIC, FREE-FIELD LISTENING 206 Olive, et al., AES preprints 8867 & 8994, 2013 In conclusion: In the meantime If we ask them, listeners will tell us what they like. If the tests are unbiased, what listeners like is neutral, uncolored sound. These subjective preferences correlate well with data in accurate, comprehensive, high-resolution measurements of loudspeakers and headphones. The problem for consumers is that this kind of data is not widely available. This could change, but don t hold your breath. It is fortunate that humans are adaptable. Tunes, rhythms and lyrics survive bad sound quality. We get the musical information but an incomplete acoustical experience. The audio industry needs more scientific guidance, leading to more precise design objectives and more meaningful measurements. This is where we all live and listen we deserve the best. Well reproduced audio art sends chills down the spine! 207 209 208 NOTE: the current printing of this book identifies it as being a second edition. It is NOT. This is a publisher s error. Sorry. 210 35