Articulatory dimensions of hearing-impaired speakers' intelligibility: evidence from a time-related aerodynamic, acoustic, and electroglottographic study.
Regression and principal components analyses were employed to study the relationship between 30 aerodynamic speech parameters and the speech intelligibility of 40 severely to profoundly hearing-impaired speakers. Regression analysis on the original 30 aerodynamic variables revealed that speech intelligibility was predicted by a cognate-pair voice onset-time difference measure and a measure of the stability of the volume-velocity rise time. Principal components analysis of the 30 independent variables derived seven factors that accounted for 84.3% of the variance in the original 30 parameters. Subsequent regression analysis using the seven factors as predictor variables revealed four factors with independent relationships to speech intelligibility. These included a factor that reflected cognate-pair voice onset-time distinctions, a factor that reflected cognate-pair peak volume-velocity distinctions, and two other factors, which reflected production stability of temporal distinctions between cognate pair members.
Samar
V J
VJ
National Technical Institute for the Deaf, Rochester Institute of Technology, NY 14623.
Metz
D E
DE
Schiavetti
N
N
Sitler
R W
RW
Whitehead
R L
RL
D000328:Adult; D000388:Air; D005163:Factor Analysis, Statistical; D005931:Glottis / Q000503:physiopathology; D006311:Hearing Disorders / Q000503:physiopathology*; D006801:Humans; D012044:Regression Analysis; D013061:Speech Acoustics; D013065:Speech Intelligibility / Q000502:physiology*