Effects of attention on the strength of lexical influences on speech perception: Behavioral experiments and computational mechanisms

被引:38
|
作者
Mirman, Daniel [1 ,2 ]
McClelland, James L. [3 ,4 ]
Holt, Lori L. [5 ,6 ]
Magnuson, James S. [1 ,2 ]
机构
[1] Univ Connecticut, Dept Psychol, Storrs, CT 06269 USA
[2] Haskins Labs Inc, Storrs, CT USA
[3] Stanford Univ, Dept Psychol, Stanford, CA 94305 USA
[4] Stanford Univ, Ctr Mind Brain & Computat, Stanford, CA 94305 USA
[5] Carnegie Mellon Univ, Dept Psychol, Pittsburgh, PA 15213 USA
[6] Carnegie Mellon Univ, Ctr Neural Basis Cognit, Pittsburgh, PA 15213 USA
关键词
speech perception; attention; lexical feedback; neural networks; interactive processing; phoneme recognition; human experimentation;
D O I
10.1080/03640210701864063
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
The effects of lexical context on phonological processing are pervasive and there have been indications that such effects may be modulated by attention. However, attentional modulation in speech processing is neither well documented nor well understood. Experiment I demonstrated attentional modulation of lexical facilitation of speech sound recognition when task and critical stimuli were identical across attention conditions. We propose modulation of lexical activation as a neurophysiologically plausible computational mechanism that can account for this type of modulation. Contrary to the claims of critics, this mechanism can account for attentional modulation without violating the principle of interactive processing. Simulations of the interactive TRACE model extended to include two different ways of modulating lexical activation showed that each can account for attentional modulation of lexical feedback effects. Experiment 2 tested conflicting predictions from the two implementations and provided evidence that is consistent with bias input as the mechanism of attentional control of lexical activation.
引用
收藏
页码:398 / 417
页数:20
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