Analysis of prosody increment induced by pitch accents for automatic emphasis correction

Yang Zhang, Gautham J. Mysore, Floraine Berthouzoz, Mark Allan Hasegawa-Johnson

Research output: Contribution to journalConference article

Abstract

We are interested in developing an automatic emphasis correction system, which converts any unemphasized word in an utterance into emphasized. Analyzing how prosody changes from unaccented to accented is crucial for the task. While previous works on prosody reconstruction only model the prosody contour itself instead of the increment, we propose a framework to study the prosody increment induced by pitch accents from real speech in a statistically rigorous manner. This framework also infers the degree of emphasis of each word to account for the additional prosody variations due to metalinguistic factors. According to the analysis results, this framework provides a lot of useful insights into the prosody increment, which are consistent with many existing studies on pitch accent and emphasis.

Original languageEnglish (US)
Pages (from-to)79-83
Number of pages5
JournalProceedings of the International Conference on Speech Prosody
Volume2016-January
StatePublished - Jan 1 2016
Event8th Speech Prosody 2016 - Boston, United States
Duration: May 31 2016Jun 3 2016

Fingerprint

reconstruction
Pitch Accent
Prosody

Keywords

  • Automatic emphasis correction
  • Emphasis
  • Pitch accent
  • Prosody increment
  • Regression analysis

ASJC Scopus subject areas

  • Language and Linguistics
  • Linguistics and Language

Cite this

Analysis of prosody increment induced by pitch accents for automatic emphasis correction. / Zhang, Yang; Mysore, Gautham J.; Berthouzoz, Floraine; Hasegawa-Johnson, Mark Allan.

In: Proceedings of the International Conference on Speech Prosody, Vol. 2016-January, 01.01.2016, p. 79-83.

Research output: Contribution to journalConference article

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