On the automatic classification of pitch movements

L.F.M. Bosch, ten

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

In this paper, we discuss the construction of an algorithm that classifies pitch movements according to the IPO intonation system. We use a pitch stylization technique in order to obtain a continuous pitch contour over time, and a multi-linear classifier for the actual classification. In speaker-independent tests on a corpus of speech read by non-professionals, up to 81 % of the 279 pitch movements in the test corpus were correctly classified. These results are obtained by using information from the sampled speech data files only; a grammar will be used in the second stage of this study.
Original languageEnglish
Title of host publicationProceedings of the 3rd European Conference on Speech Communication and Technology (Eurospeech 93), Berlin, Germany, September 21-23, 1993
Pages781-784
Volume2
Publication statusPublished - 1993

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