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A mathematical model of vowel identification by users of cochlear implants

机译:人工耳蜗使用者识别元音的数学模型

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摘要

A simple mathematical model is presented that predicts vowel identification by cochlear implant users based on these listeners’ resolving power for the mean locations of first, second, and∕or third formant energies along the implanted electrode array. This psychophysically based model provides hypotheses about the mechanism cochlear implant users employ to encode and process the input auditory signal to extract information relevant for identifying steady-state vowels. Using one free parameter, the model predicts most of the patterns of vowel confusions made by users of different cochlear implant devices and stimulation strategies, and who show widely different levels of speech perception (from near chance to near perfect). Furthermore, the model can predict results from the literature, such as Skinner, et al. [(1995). Ann. Otol. Rhinol. Laryngol. 104, 307–311] frequency mapping study, and the general trend in the vowel results of Zeng and Galvin’s [] studies of output electrical dynamic range reduction. The implementation of the model presented here is specific to vowel identification by cochlear implant users, but the framework of the model is more general. Computational models such as the one presented here can be useful for advancing knowledge about speech perception in hearing impaired populations, and for providing a guide for clinical research and clinical practice.
机译:提出了一个简单的数学模型,该模型可根据这些听众对沿着植入电极阵列的第一,第二和/或第三共振峰能量的平均位置的听众的分辨能力,预测人工耳蜗植入者的元音识别。这个基于心理学的模型提供了有关人工耳蜗植入用户用来编码和处理输入听觉信号以提取与识别稳态元音有关的信息的机制的假设。使用一个自由参数,该模型可以预测由不同的人工耳蜗植入设备和刺激策略的使用者所产生的大多数元音混淆模式,这些使用者表现出不同的语音感知水平(从接近机会到接近完美)。此外,该模型可以根据诸如Skinner等人的文献预测结果。 [(1995)。安耳语犀牛Laryngol。 104,307–311]频率映射研究,以及Zeng和Galvin []研究输出电动态范围减小的元音结果的总体趋势。此处介绍的模型的实现特定于人工耳蜗用户对元音的识别,但是该模型的框架更为通用。诸如此处介绍的模型之类的计算模型对于增进关于听力受损人群中语音感知的知识很有用,并为临床研究和临床实践提供指导。

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