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Updated: May 9, 2025

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计算听觉信号处理和感知模型:修订版
Lily Cassandra Paulick1, Helia Relaño-Iborra1, Torsten Dau1
1Hearing Systems, Department of Health Technology Technical University of Denmark Kongens Lyngby 2800, Denmark.
The Journal of the Acoustical Society of America
|May 1, 2025
概括
一个新的计算听觉模型结合了非线性内部毛细胞 (IHC) 功能,改进了在各种声音水平上听觉的模拟. 这种增强的听觉模型准确地预测了人类的感知,有助于研究听力损失.
科学领域:
- 听觉神经科学 听觉神经科学
- 计算审计建模计算审计建模
- 精神声学是一种精神声学.
背景情况:
- 现有的计算听觉模型往往缺乏内部毛细胞 (IHC) 转导和的详细表示.
- 这种限制会影响在高声压水平下听觉感知模拟的准确性.
研究的目的:
- 将一个非线性IHC模型集成到计算听觉信号处理和感知 (CASP) 模型中.
- 增强CASP模型模拟听觉处理和感知的能力,特别是关于非线性效应.
主要方法:
- 将非线性IHC传导模型纳入现有的CASP框架.
- 改进模型参数以适应新的非线性并提高可用性.
- 对精神声学数据的验证,包括强度歧视,掩盖和调制检测.
主要成果:
- 修订后的CASP模型准确地预测了正常听力听众在各种听觉任务中的表现.
- 该模型有效地捕捉了压缩非线性在IHC转导过程中的影响.
- 更新后的模型显示了对听觉模拟的更好的预测能力和可用性.
结论:
- 修订后的CASP模型为模拟听觉感知提供了更准确和直观的框架.
- 这种增强模型对于研究非线性听觉属性在内部表示中的作用非常有价值.
- 该模型可用于研究传感神经神经听力损失对听觉感知的影响.
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