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Perceiving speech in context: Compensation for contextual variability during acoustic cue encoding and categorization.

机译:在上下文中感知语音:在声学提示编码和分类过程中补偿上下文变化。

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摘要

Several fundamental questions about speech perception concern how listeners understand spoken language despite considerable variability in speech sounds across different contexts (the problem of lack of invariance in speech). This contextual variability is caused by several factors, including differences between individual talkers' voices, variation in speaking rate, and effects of coarticulatory context. A number of models have been proposed to describe how the speech system handles differences across contexts. Critically, these models make different predictions about (1) whether contextual variability is handled at the level of acoustic cue encoding or categorization, (2) whether it is driven by feedback from category-level processes or interactions between cues, and (3) whether listeners discard fine-grained acoustic information to compensate for contextual variability.;Separating the effects of cue- and category-level processing has been difficult because behavioral measures tap processes that occur well after initial cue encoding and are influenced by task demands and linguistic information. Recently, we have used the event-related brain potential (ERP) technique to examine cue encoding and online categorization. Specifically, we have looked at differences in the auditory N1 as a measure of acoustic cue encoding and the P3 as a measure of categorization. This allows us to examine multiple levels of processing during speech perception and can provide a useful tool for studying effects of contextual variability.;Here, I apply this approach to determine the point in processing at which context has an effect on speech perception and to examine whether acoustic cues are encoded continuously. Several types of contextual variability (talker gender, speaking rate, and coarticulation), as well as several acoustic cues (voice onset time, formant frequencies, and bandwidths), are examined in a series of experiments. The results suggest that (1) at early stages of speech processing, listeners encode continuous differences in acoustic cues, independent of phonological categories; (2) at post-perceptual stages, fine-grained acoustic information is preserved; and (3) there is preliminary evidence that listeners encode cues relative to context via feedback from categories. These results are discussed in relation to proposed models of speech perception and sources of contextual variability.
机译:关于语音感知的几个基本问​​题涉及听众如何理解语音,尽管在不同情况下语音的差异很大(语音缺乏不变性的问题)。这种上下文可变性是由多种因素引起的,包括各个说话者的声音之间的差异,语速变化以及协同发音上下文的影响。已经提出了许多模型来描述语音系统如何处理上下文之间的差异。至关重要的是,这些模型对以下方面做出了不同的预测:(1)是否在声音提示编码或分类级别上处理上下文可变性;(2)它是否由类别级别过程的反馈或提示之间的交互作用驱动;以及(3)是否由类别级别过程的反馈驱动?侦听器会丢弃细粒度的声音信息以补偿上下文差异。分离提示级别和类别级别处理的效果一直很困难,因为行为措施会窃听在初始提示编码后发生的,受任务需求和语言信息影响的过程。最近,我们已使用事件相关的脑潜能(ERP)技术来检查提示编码和在线分类。具体来说,我们已经将听觉N1的差异作为声学提示编码的度量,将P3的差异作为分类的度量。这使我们可以检查语音感知过程中的多个处理级别,并可以提供一个有用的工具来研究上下文可变性的影响。在这里,我将这种方法用于确定上下文对语音感知有影响的处理点并进行研究声音提示是否被连续编码。在一系列实验中检查了几种类型的上下文可变性(说话者性别,说话速度和发音),以及几种声音提示(语音起音时间,共振峰频率和带宽)。结果表明:(1)在语音处理的早期阶段,听众对声音提示中的连续差异进行编码,而与语音类别无关。 (2)在感知后阶段,保留了细粒度的声音信息; (3)初步证据表明,听众通过类别反馈对与上下文相关的线索进行编码。这些结果将与语音感知的拟议模型和上下文可变性的来源进行讨论。

著录项

  • 作者单位

    The University of Iowa.;

  • 授予单位 The University of Iowa.;
  • 学科 Biology Neuroscience.;Physics Acoustics.;Psychology Cognitive.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 231 p.
  • 总页数 231
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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