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On building models of spoken-word recognition: When there is as much to learn from natural 'oddities' as artificial normality

机译:关于口语识别的构建模型:从自然“奇数”中学习的东西与人工常态一样多

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Much of what we know about spoken-word recognition comes from studies relying on speech stimuli either carefully produced in the laboratory or computer altered. Although such stimuli have allowed key constructs to be highlighted, the extent to which these constructs are operative in the processing of everyday speech is unclear. We argue that studying the recognition of naturally occurring degraded speech, such as that produced by individuals with neurological disease, can improve the external validity of existing spoken-word recognition models. This claim is illustrated in an experiment on the effect of talker-specific (indexical) variations on lexical access. We found that talker specificity effects, wherein words are better recalled if played in the same voice than in a different voice between two consecutive blocks, were greater when the words were spoken by dysarthric than by healthy individuals. The effects were found to relate to the increased processing time caused by the dysarthric stimuli, independently of their reduced intelligibility. This result is consistent with Luce, McLennan, and Charles-Luce's (2003) time-course hypothesis, which posits that reliance on indexical details increases when responses are delayed by suboptimal processing conditions. We conclude by advocating the use of laboratory and naturally occurring degraded speech in tandem and more systematic cross-talks between psycholinguistics and the speech sciences.
机译:我们对口语识别的大部分了解来自依赖于语音刺激的研究,这些刺激是在实验室中精心制作的,也可能是经过计算机改装的。尽管这样的刺激使关键的结构得以突出显示,但是这些结构在日常语音处理中的作用程度尚不清楚。我们认为,研究自然发生的退化语音的识别(例如患有神经疾病的人产生的语音)可以提高现有口语识别模型的外部有效性。在关于说话者特定(索引)变体对词汇访问的影响的实验中说明了这种说法。我们发现,说话者特异性的影响比起健康的个体,说话者的发音效果要好得多,在这种情况下,如果以相同的声音播放而不是在两个连续的区块之间以不同的声音播放这些单词,则会更好。发现影响与构音刺激引起的处理时间增加有关,而与它们的清晰度降低无关。此结果与Luce,McLennan和Charles-Luce(2003)的时程假设相一致,该假设认为,当响应因次优处理条件而延迟时,对索引细节的依赖会增加。最后,我们提倡在语言语言学和语音科学之间串联使用实验室和自然发生的退化语音,并进行更系统的对话。

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