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扬声器和听众性别对听觉注意力解码性能的影响

Iris Van de Ryck¹, Nicolas Heintz², Iustina Rotaru²

¹University of Leuven, Department of Neurosciences, Research Group Experimental Oto-rhino-laryngology (ExpORL), Herestraat 49 bus 721, Leuven 3000, Belgium.

Hearing research

|October 14, 2025

概括

当涉及男性演讲者时,听觉注意力解码 (AAD) 性能略高,但影响最小. 诸如说话者的性别和听话者的性别等因素对从大脑信号中解读注意力的影响很小.

科学领域:

神经科学是一个神经科学.
信号处理信号处理
听觉感知是一种听觉感知.

背景情况:

听觉注意力解码 (AAD) 使用大脑信号来识别听到的声音.
目前的AAD研究往往忽略了说话者和听众的特征.
研究这些因素对于推进AAD技术至关重要.

研究的目的:

检查说话者性别,背景噪音和听众性别如何影响AAD表现.
确定同性与混合性说话条件对AAD的影响.
评估这些影响因素的临床相关性.

主要方法:

电脑电图 (EEG) 和电眼电图 (EOG) 记录了42名正常听觉的成年人.
参与者听了两个竞争的演讲者,并专注于一个.
对背景噪声进行了操纵,并对八种条件的AAD性能进行了比较.

主要成果:

观察到说话者性行为的显著主要效应.
与女性发言人相比,男性目标和/或面具发言人的AAD表现更高.
这些影响很小,可能没有临床意义.

结论:

研究的因素 (说话的性别,听话的性别,噪音) 对AAD表现有很小的影响.
未来的AAD开发应该考虑多样化和现实的培训场景.
这种方法有助于减轻潜在的偏见,提高稳定性.

关键词:

听觉注意力解码的解码背景噪音水平背景噪音水平尾酒派对是一个尾酒派对.电脑电图 (EEG) 是一种电脑电图.听众性爱听众性爱神经引导式助听器是一种神经引导式助听器.发言人性别性别发言人

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