ACL Anthology Network (All About NLP) (beta) The Association Of Computational Linguistics Anthology Network |
ACL ID | W99-0619 |
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Title | Word Informativeness And Automatic Pitch Accent Modeling |
Venue | 2000 Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora |
Session | Main Conference |
Year | 1999 |
Authors |
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In intonational phonology and speech syn- thesis research, it has been suggested that the relative informativeness of a word can be used to predict pitch prominence. The more information conveyed by a word, the more likely it will be accented. But there are oth- ers who express doubts about such a correla- tion. In this paper, we provide some empiri- cal evidence to support the existence of such a correlation by employing two widely ac- cepted measures of informativeness. Our ex- periments show that there is a positive corre- lation between the informativeness of a word and its pitch accent assignment. They also show that informativeness enables statisti- cally significant improvements in pitch ac- cent prediction. The computation of word informativeness is inexpensive and can be incorpora...