在皮层下模型反应中摩擦的表示:与人类辅音感知的比较
Yasmeen Hamza1, Afagh Farhadi2, Douglas M Schwarz3
1Department of Biomedical Engineering, University of Rochester, Rochester, New York 14627, USA.
The Journal of the Acoustical Society of America
|August 3, 2023
概括
这项研究模拟了神经对摩擦声音的反应,发现听觉神经和下结活动准确地预测了人类的感知. 高频响应对于这种准确性至关重要.
科学领域:
- 听觉神经科学 听觉神经科学
- 语音感知 语音感知
- 计算声学 计算机声学
背景情况:
- 折词是具有高可变性的语音声音,但被准确地感知.
- 了解摩擦感知的神经基础对于语音处理研究至关重要.
研究的目的:
- 为了研究听觉神经 (AN) 和下神经 (IC) 对摩擦的模拟神经反应.
- 为了确定神经反应概况是否与摩擦感知中的行为准确性相关.
- 评估高频神经反应对语音感知准确性的影响.
主要方法:
- 利用计算模型模拟神经对10个扬声器的270个音声间摩擦的反应.
- 在特征频率的神经响应配置上使用k-最近邻居子空间分类器.
- 将模型生成的混矩阵与已确定的行为数据进行比较.
主要成果:
- 模拟的AN和IC神经反应预测了比刺激光谱更好的行为准确性.
- 下 (IC) 模型表现出比听觉神经 (AN) 模型更高的准确性.
- 在IC模型中,扩展的高频率显著提高了准确性,突出了它们的感知重要性.
结论:
- 在AN和IC中的神经反应概况为摩擦感知提供了强大的相关性.
- 下层结体在处理摩擦信息方面起着至关重要的作用,特别是在更高频率时.
- 模型预测与行为数据保持一致,强调计算模型在理解听觉处理方面的实用性.
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