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Using and ignoring acoustic feature differences in auditory object recognition.

机译:在听觉对象识别中使用和忽略声学特征差异。

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摘要

Object recognition is crucially important to understanding complex auditory scenes. We do it effortlessly, yet it is dependent not only on extracting a large number of acoustic features, but knowing which ones to use when. In certain settings, auditory objects must be recognized despite variations in some features, a phenomenon known as perceptual invariance. In other settings, objects are selected from competing sound sources by exploiting separations in acoustic features. For this dissertation, we used a combination of behavioral experiments and neural recordings to measure the effects of altering acoustic features on object recognition. In the first set of experiments, we time-stretched and compressed natural stimuli and presented them to zebra finches. Behavioral results with trained birds showed that song identity could be determined despite these perturbations. Electrophysiological recordings in zebra finch field L (the avian homolog of mammalian primary auditory cortex) revealed that, while time-warp invariance does not exist per se, responses to time-warped stimuli still contained more than sufficient information to identify target songs. In the next set of experiments, we presented human listeners with competing spoken digits that had specific locations and pitches. We instructed listeners to use one feature and ignore the other to report the digits that matched a primer phrase. Performance improved when the separation of the target and masker in the task-relevant feature increased, but the continuity of the task-irrelevant feature also influenced performance in some cases. These results indicate that task-relevant and task-irrelevant features are perceptually bound together, consistent with the idea that auditory attention operates on objects. In the final set of experiments, we investigated how spatial location affects responses in field L. We found that the location of birdsong presented in quiet had little effect on responses; however, when we presented the songs with a masker, spatial effects were dramatic, with neural performance much higher at some spatial configurations than at others. The locations of both the target and masker sounds were important, and spatial response patterns were diverse among neurons.
机译:对象识别对于理解复杂的听觉场景至关重要。我们毫不费力地做到了,但它不仅取决于提取大量声学特征,而且还取决于何时知道要使用哪些声学特征。在某些情况下,尽管某些特征有所变化,但仍必须识别出听觉对象,这种现象称为知觉不变性。在其他设置中,通过利用声学特征的分离从竞争的声源中选择对象。在本文中,我们结合行为实验和神经记录来测量改变声学特征对物体识别的影响。在第一组实验中,我们对自然刺激进行了时间拉伸和压缩,然后将它们呈现给斑马雀。受过训练的鸟类的行为结果表明,尽管有这些干扰,仍可以确定歌曲的身份。斑马雀科领域L(哺乳动物初级听觉皮层的鸟类同源物)的电生理记录表明,尽管本身不存在时空不变性,但对时空扭曲刺激的反应仍然包含足以识别目标歌曲的足够信息。在下一组实验中,我们为人类听众提供了具有特定位置和音调的竞争性语音数字。我们指示听众使用一种功能,而忽略另一种功能,以报告与入门短语匹配的数字。当与任务相关的特征中的目标和掩蔽者之间的距离增加时,性能会提高,但是与任务无关的特征的连续性在某些情况下也会影响性能。这些结果表明与任务相关和与任务无关的功能在感知上绑定在一起,这与听觉注意力作用于对象的想法是一致的。在最后一组实验中,我们研究了空间位置如何影响田野L中的响应。我们发现,安静地呈现的鸟鸣声的位置对响应影响不大。但是,当我们使用掩盖效果向歌曲展示时,空间效果非常显着,某些空间配置的神经性能远高于其他空间配置。目标音和掩蔽音的位置都很重要,并且神经元之间的空间响应模式也不同。

著录项

  • 作者

    Maddox, Ross Kevin.;

  • 作者单位

    Boston University.;

  • 授予单位 Boston University.;
  • 学科 Biology Neuroscience.;Engineering Biomedical.
  • 学位 Ph.D.
  • 年度 2011
  • 页码 90 p.
  • 总页数 90
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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