Modeling intrinsic intelligibility variation: Vowel-space size and structure

Daniel McCloy*, Richard Wright, Pamela Souza

*Corresponding author for this work

Research output: Contribution to journalConference article

2 Scopus citations

Abstract

This paper describes a model of talker intelligibility in read sentences, based on a variety of vowel-space and prosodic predictors. Data are analysed using mixed-effects regression, including explicit modeling of random variation due to talker, listener, and sentence. Intelligibility is found to correlate with the overall area of the vowel space, the mean area of individual vowel phonemes, and the degree of crowding or encroachment between adjacent phonemes in F2xF1 space. The relationship between talker intelligibility and the prosodic predictors tested remains unclear. The model was tested using a new set of talkers and listeners from a different dialect region, using the same set of sentences. The model did not fully generalize to the second group of talkers and listeners; however, it is argued that differences between the two groups reflect properties of the talker samples rather than genuine dialectal differences.

Original languageEnglish (US)
Article number060007
JournalProceedings of Meetings on Acoustics
Volume18
Issue number1
DOIs
StatePublished - 2012
Event164th Meeting of the Acoustical Society of America 2012 - Kansas City, MO, United States
Duration: Oct 22 2012Oct 26 2012

ASJC Scopus subject areas

  • Acoustics and Ultrasonics

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