Pc. Gordon et al., Ability in perceiving nonnative contrasts: Performance on natural and synthetic speech stimuli, PERC PSYCH, 63(4), 2001, pp. 746-758
The perception of the distinction between /r/ and /l/ by native speakers of
American English and of Japanese was studied using natural and synthetic s
peech. The American subjects were all nearly perfect at recognizing the nat
ural speech sounds, whereas there was substantial variation among the Japan
ese subjects in their accuracy of recognizing /r/ and /l/ except in syllabl
e-final position. A legit model, which additively combined the acoustic inf
ormation conveyed by F1-transition duration and by F3-onset frequency provi
ded a good fit to the perception of synthetic /r/ and /l/ by the American s
ubjects. There was substantial variation among the Japanese subjects in whe
ther the F1 and F3 cues had a significant effect on their classifications o
f the synthetic speech. This variation was related to variation in accuracy
of recognizing natural /r/ and /l/, such that greater use of both the FI c
ue and the F3 cue in classifying the synthetic speech sounds was positively
related to accuracy in recognizing the natural sounds. However, multiple r
egression showed that use of the F1 cue did not account for significant var
iance in natural speech performance beyond that accounted for by the F3 cue
, indicating that the F3 rue is more important than the F1 cue for Japanese
speakers learning English. The relation between performance on natural and
synthetic speech also provides external validation of the legit model by s
howing that it predicts performance outside of the domain of data to which
it was fit.