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From text to speech: The MITalk system
mance in the second half of the test for subjects in the listening group is consistent
with our earlier observations in the word-recognition tests which show that listen-
ing performance improves for synthetic speech after only a short period of ex-
posure. When the two comprehension groups are compared on the same passages
in the last half of the test, their performance is equivalent (p > .05), which suggests
that the overall difference between the two groups is probably due to familiarity
with the output of the synthesizer and not due to any inherent difference in the
basic strategies used in comprehending or understanding the content of these pas-
sages. This conclusion is strengthened even further by the fact that the thirteen
passages are correlated across both testing conditions. In this case, a very high
correlation (r = +.97) was observed between reading and listening comprehension
scores for individual passages. Passages that are difficult to comprehend when
read are also difficult to comprehend when listened to, and vice versa. The time
taken to complete all passages in both tests was, however, roughly the same, last-
ing between 45 and 50 minutes.
After the listening comprehension test was completed, we solicited additional
subjective evaluations of the speech produced by the synthesizer and the nature of
the comprehension test itself. Twenty of the twenty-two subjects indicated that
they were able to comprehend and understand the content of the passages “well” or
“very well”. Only two of the subjects reported difficulty in comprehension, and
even these two did not indicate that they were merely guessing, an available
response alternative.
Several of the subjects reported improved ability to understand the speech as
testing progressed. Others described several problems in the quality of synthesis,
the location of pauses, the existence of inappropriately stressed words, and the oc-
casional presence of very long “run-on” sentences in several passages. Finally,
several other subjects suggested that each test passage should be presented twice
so they could review some of the specific details and facts that were stated ex-
plicitly. For the most part, however, the subjects found listening to the speech in-
teresting and felt that they had performed reasonably well in comprehending the
passages. None of the subjects reported any major distractions in the quality of the
synthetic speech that interfered with their ability to attend to or understand the con-
tent of the passages. Thus, subjects are able to adapt easily to relatively long pas-
sages of synthetic speech with little exposure or practice.
13.4.3 Conclusions
The results of the comprehension test indicate that naive subjects are able to com-
prehend synthetically produced spoken passages of narrative text output from an
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