Articulation Index Tutorial
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Pavlovic (1991) published an article stating that recent developments
in hearing aids may necessitate the need to include the frequencies
of 3000 and 6000 Hz in AI calculations. He acknowledged the work of
Mueller and Killion (1990) but noted that their speech importance function is
based on nonsense syllables. Pavlovic (1991) states that an importance function
for average speech would be more appropriate in the calculation of the AI in evaluating
hearing aids. The
author goes on to discuss five different methods to compute the AI from simple
to complex. Two methods are discussed below.
A futher simplfication of the Ao method was created by assuming
that the dynamic range of speech encompasses 25 dB. The speech spectrum was again plotted
on the dB HL scale with a dynamic range from 20-45 dB HL at 500, 1000, 2000, and 4000
Hz and each band was given an equal importance weighting for speech.

The
audiogram on the left shows the speech spectrum
with m representing the minimum intensity level of speech
and p representing the maximum intensity level of conversational speech. (adapted from Pavlovic, 1991).
Using this speech spectrum, Pavlovic (1991) computed the AI using his proposed
As (s for simple) method.
First, the number of dB that are audible at 500, 1000, 2000, & 4000 Hz are
added (grey area). This number is then divided by 100 (total dB available) to
give the AI. The number of "audible decibles" in the example to the
right are 25, 15, 15, and 0, for a total of 55. 55/100 gives an AI of
.55 for this hearing loss.
An aided AI is computed by adding the insertion gain to the minima and maxima for the speech
spectrum at 500, 1000, 2000, and 4000 Hz and recalculating the AI.
While the method is the least accurate of all of those proposed, it can be used
for a "quick and dirty" method of estimating the AI.

Pavlovic (1991) also proposed a count-the-dot method for computing the AI. It was
composed of 100 dots arranged to reflect the importance weighting for conversational speech
as opposed to the weighting for nonsense syllables as was
used in the Muller & Killion (1990) method.
According to Pavlovic (1987), the weighting for "average speech"
would be more appropriate to use the AI in evaluating hearing aids.
The Ad (d for dot) method, as termed by Pavlovic (1991), is calculated by counting the
number of dots which are audible to a patient. If a patient's threshold
line intersects a dot, and more than half of it is below the line, it
should be included in the count. (Ad audiogram adapted from Pavlovic, 1991).
There are two methods used in the Audiologist's Toolbox to compute
the AI. One is a method developed by Pavlovic (1991), and one by ANSI
(1986). They differ slightly in the number of
frequency bands required and the speech spectrum used.
Because of this, differences in the calculated AI for
a given hearing loss may occur. The reader is
referred to the original articles cited below for more information on
these methods.
Articulation Index Main Page
Works Cited
American National Standards Institute. ANSI S3.5-1969 R 1986. American national standard
methods for the calculation of the articulation index. New York:ANSI.
Mueller, H.G., Killion, M.C. (1990). An Easy Method For Calculating
the Articulation Index Hearing Journal.
9:14-17.
Pavlovic, C.V. (1987) Derivation of primary parameters and procedeures for use in speech
intelligibility predictions. Journal of the Acoustical Society of America 82:413-422.
Pavlovic, C.V. (1988) Articulation index predictions of speech intelligibility
in hearing aid selection. Asha 8:63-65.
Disclaimer
The material on these pages has been composed for viewing
audiologists who are solely responsible for the audiological care of
their own patients and are strongly urged to maintain close liaison with
the ENT and primary care physicians who provide medical
care to these individuals in their own community. All queries of a medical
nature must be directed to these physicians. The authors and coordinators
accepts no direct or implied responsibility for the application of information
contained herein.
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