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Introduction to Acoustics

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the signal. By using this off-center filter the listener can<br />

improve performance. This is known as off-frequency<br />

listening, and there is now good evidence that humans<br />

do indeed listen off-frequency when it is advantageous<br />

<strong>to</strong> do so [13.16,17]. The result of off-frequency listening<br />

is that the PTC has a sharper tip than would be obtained<br />

if only one audi<strong>to</strong>ry filter were involved [13.18].<br />

13.2.3 The Notched-Noise Method<br />

Patterson [13.19] described a method of determining audi<strong>to</strong>ry<br />

filter shape which limits off-frequency listening.<br />

The method is illustrated in Fig. 13.4. The signal (indicated<br />

by the bold vertical line) is fixed in frequency,<br />

and the masker is a noise with a bands<strong>to</strong>p or notch centered<br />

at the signal frequency. The deviation of each edge<br />

of the noise from the center frequency is denoted by<br />

∆ f . The width of the notch is varied, and the threshold<br />

of the signal is determined as a function of notch<br />

width. Since the notch is symmetrically placed around<br />

the signal frequency, the method cannot reveal asymmetries<br />

in the audi<strong>to</strong>ry filter, and the analysis assumes that<br />

the filter is symmetric on a linear frequency scale. This<br />

assumption appears not unreasonable, at least for the<br />

<strong>to</strong>p part of the filter and at moderate sound levels, since<br />

PTCs are quite symmetric around the tips. For a signal<br />

symmetrically placed in a bands<strong>to</strong>p noise, the optimum<br />

signal-<strong>to</strong>-masker ratio at the output of the audi<strong>to</strong>ry filter<br />

Power (linear scale)<br />

Noise<br />

2∆ f<br />

Noise<br />

Frequency (linear scale)<br />

Fig. 13.4 Schematic illustration of the technique used by<br />

Patterson. [13.19] <strong>to</strong> determine the shape of the audi<strong>to</strong>ry<br />

filter. The threshold of the sinusoidal signal (indicated by<br />

the bold vertical line) is measured as a function of the<br />

width of a spectral notch in the noise masker. The amount<br />

of noise passing through the audi<strong>to</strong>ry filter centered at the<br />

signal frequency is proportional <strong>to</strong> the shaded areas<br />

Psychoacoustics 13.2 Frequency Selectivity and Masking 463<br />

is achieved with a filter centered at the signal frequency,<br />

as illustrated in Fig. 13.4.<br />

As the width of the spectral notch is increased,<br />

less noise passes through the audi<strong>to</strong>ry filter. Thus the<br />

threshold of the signal drops. The amount of noise passing<br />

through the audi<strong>to</strong>ry filter is proportional <strong>to</strong> the<br />

area under the filter in the frequency range covered by<br />

the noise. This is shown as the dark shaded areas in<br />

Fig. 13.4. Assuming that threshold corresponds <strong>to</strong> a constant<br />

signal-<strong>to</strong>-masker ratio at the output of the filter, the<br />

change in signal threshold with notch width indicates<br />

how the area under the filter varies with ∆ f . The area<br />

under a function between certain limits is obtained by<br />

integrating the value of the function over those limits.<br />

Hence by differentiating the function relating threshold<br />

<strong>to</strong> ∆ f , the relative response of the filter at that value<br />

of ∆ f is obtained. In other words, the relative response<br />

of the filter for a given deviation, ∆ f , from the center<br />

frequency is equal <strong>to</strong> the slope of the function relating<br />

signal threshold <strong>to</strong> notch width, at that value of ∆ f .<br />

A typical audi<strong>to</strong>ry filter derived using this method<br />

isshowninFig.13.5. It has a rounded <strong>to</strong>p and quite<br />

steep skirts. The sharpness of the filter is often specified<br />

as the bandwidth of the filter at which the response has<br />

fallenbyafac<strong>to</strong>roftwoinpower,i.e.,by3dB.The<br />

3 dB bandwidths of the audi<strong>to</strong>ry filters derived using the<br />

notched-noise method are typically between 10% and<br />

Relative response (dB)<br />

0<br />

–10<br />

–20<br />

–30<br />

–40<br />

–50<br />

0.4<br />

0.6 0.8 1.0 1.2 1.4 1.6<br />

Frequency (kHz)<br />

Fig. 13.5 A typical audi<strong>to</strong>ry filter shape determined using<br />

Patterson’s method. The filter is centered at 1 kHz. The<br />

relative response of the filter (in dB) is plotted as a function<br />

of frequency<br />

Part D 13.2

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