Automatic Prosody Labelling and Assessment

Andrew Rosenberg, Mark Hasegawa-Johnson

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Automatic prosody labelling is a useful front-end for automatic speech recognition, for automatic speech understanding, and for the development of corpora used to create speech synthesizers. Automatic labelling of prosody has also proven to be quite useful in the linguistic analysis of new speaking styles in a known language. This chapter provides a survey of the state-of-the-art best practices and open questions in the automatic labelling of prosodic information and its assessment. It describes the major prosodic inventories that are used in prosody labelling. It then discusses the relevance of acoustics and syntax in automatic labelling. A brief description of AuToBI, a tool that performs automatic ToBI labelling of US English, is provided. The chapter concludes by discussing methods of evaluating automatic prosody labelling.

Original languageEnglish (US)
Title of host publicationThe Oxford Handbook of Language Prosody
EditorsCarlos Gussenhoven, Aoju Chen
PublisherOxford University Press
Pages646-656
Number of pages11
ISBN (Electronic)9780198832232
ISBN (Print)9780198832232
DOIs
StatePublished - Dec 2020

Keywords

  • acquisition
  • word prosody
  • lexical tone
  • pitch accent
  • word stress
  • perpetual tuning
  • word recognition
  • word production
  • developmental triggers
  • prosodic information
  • linguistic analysis
  • automatic speech recognition
  • acoustics
  • automatic prosody labelling
  • syntax

ASJC Scopus subject areas

  • General Arts and Humanities
  • General Social Sciences

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