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Some measures of intelligibility and comprehension
us with additional information that could be used to modify or improve several of
the modules of the system. Whether such additional improvements at these
various levels of the system will actually contribute to improved intelligibility and
comprehension is difficult to assess at this time, since performance with meaning-
ful sentences is already quite high to begin with, as shown by the present results
obtained with the Harvard sentences.
In summary, the results of tests designed to measure word recognition in two
types of sentential context showed moderate to excellent levels of performance
with synthetic speech output from the current version of the text-to-speech system.
As in the previous section dealing with the evaluation of the intelligibility of iso-
lated words, the present results, particularly with rather diverse meaningful sen-
tences, suggest that the quality of the speech output at the present time is probably
quite satisfactory for a relatively wide range of applications requiring the process-
ing of unrestricted text. While there is room for improvement in the quality of the
output from various modules of the system, as suggested by the results of the Has-
kins anomalous sentences, it is not apparent whether the allocation of resources to
effect such changes in the system would produce any detectable differences. Dif-
ferences that might be detected, if any, might well require a very restricted listen-
ing environment in which all of the higher-level syntactic and semantic infor-
mation is eliminated, a situation that is unlikely to occur when the system is imple-
mented in an applied setting. Given these results on word recognition, however, it
still remains to be determined how well listeners can understand and comprehend
continuous speech produced by the system, a problem we turn to in the next sec-
tion of this chapter.
13.4 Comprehension
Research on comprehension and understanding of spoken language has received a
great deal of attention by numerous investigators in recent years. It is generally
agreed that comprehension is a complex cognitive process, initially involving the
input and subsequent encoding of sensory information, the retrieval of previously
stored knowledge from long-term memory, and the subsequent interpretation, in-
tegration or assimilation of various sources of knowledge that might be available
to a listener at the time. Comprehension, therefore, depends on a relatively large
number of diverse factors, some of which are still only poorly understood at the
present time. Measuring comprehension is difficult because of the interaction of
many of these factors and the absence of any coherent model that is broad enough
to deal with the diverse nature of language understanding.
One of the factors that obviously plays an important role in listening com-
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