Intelligibility as a linear combination of dimensions in dysarthric speech

J Commun Disord. 2002 May-Jun;35(3):283-92. doi: 10.1016/s0021-9924(02)00065-5.

Abstract

Speech samples of 79 dysarthric patients (native speakers of English) were judged by two experienced judges by means of a perceptual rating scale covering the four main dimensions of speech production: voice quality, articulation, nasality and prosody as well as overall intelligibility. In order to determine the relative influence of the four basic dimensions on intelligibility in this study group, a multiple regression model was applied. This model shows that intelligibility can be expressed as a linear combination of weighted perceptual dimensions (R2 = 0.89). This expression reveals the relative importance of the individual dimensions on overall intelligibility. Articulation is shown to be the strongest contributor to intelligibility. A group of 16 dysarthric patients (native speakers of Dutch) was used as a control group in order to evaluate the validity of the expression. Judged and calculated ratings (within the 95% prediction intervals) were in agreement for 75% of the patients. These findings may contribute in the construction of a better balanced measure of functional intelligibility.

Learning outcomes: 2. The impact of articulation on intelligibility is dominant but inclusion of the dimensions "nasality", "voice" and "prosody" results in a more balanced estimation of intelligibility.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Aged, 80 and over
  • Child
  • Dysarthria / diagnosis*
  • Dysarthria / epidemiology
  • Female
  • Humans
  • Judgment
  • Male
  • Middle Aged
  • Observer Variation
  • Severity of Illness Index
  • Speech Intelligibility*