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The role of linguistic and indexical information in improved recognition ofdysarthric speech

机译:语言和索引信息在改善对信息的识别中的作用构音障碍

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摘要

This investigation examined perceptual learning of dysarthric speech. Forty listeners were randomly assigned to one of two identification training tasks, aimed at highlighting either the linguistic (word identification task) or indexical (speaker identification task) properties of the neurologically degraded signal. Twenty additional listeners served as a control group, passively exposed to the training stimuli. Immediately following exposure to dysarthric speech, all three listener groups completed an identical phrase transcription task. Analysis of listener transcripts revealed remarkably similar intelligibility improvements for listeners trained to attend to either the linguistic or the indexical properties of the signal. Perceptual learning effects were also evaluated with regards to underlying error patterns indicative of segmental and suprasegmental processing. The findings of this study suggest that elements within both the linguistic and indexical properties of the dysarthric signal are learnable and interact to promote improved processing of this type and severity of speech degradation. Thus, the current study extends support for the development of a model of perceptual processing in which the learning of indexical properties is encoded and retained in conjunction with linguistic properties of the signal.
机译:这项调查检查了发音异常语音的知觉学习。 40名听众被随机分配到两个识别训练任务之一,目的是强调神经系统退化信号的语言(单词识别任务)或索引(说话者识别任务)特性。另有20个听众作为对照组,被动地受到了训练刺激。接触构音不良的语音后,所有三个听者组立即完成了相同的短语转录任务。对听众笔录的分析显示,对于训练有素的听众注意信号的语言或索引特性,他们的清晰度明显提高。还针对指示分段和超分段处理的潜在错误模式评估了知觉学习效果。这项研究的发现表明,构音障碍信号的语言和索引特性中的元素都是可学习的,并且相互影响以促进这种类型处理的改进和语音退化的严重性。因此,当前的研究扩展了对感知处理模型的开发支持,在该模型中,结合信号的语言特性对索引特性的学习进行编码和保留。

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