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A mathematical model of medial consonant identification by cochlear implant users

机译:人工耳蜗使用者识别内侧辅音的数学模型

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摘要

The multidimensional phoneme identification model is applied to consonant confusion matrices obtained from 28 postlingually deafened cochlear implant users. This model predicts consonant matrices based on these subjects’ ability to discriminate a set of postulated spectral, temporal, and amplitude speech cues as presented to them by their device. The model produced confusion matrices that matched many aspects of individual subjects’ consonant matrices, including information transfer for the voicing, manner, and place features, despite individual differences in age at implantation, implant experience, device and stimulation strategy used, as well as overall consonant identification level. The model was able to match the general pattern of errors between consonants, but not the full complexity of all consonant errors made by each individual. The present study represents an important first step in developing a model that can be used to test specific hypotheses about the mechanisms cochlear implant users employ to understand speech.
机译:多维音素识别模型适用于从28个耳聋的人工耳蜗植入用户那里获得的辅音混淆矩阵。该模型根据这些对象区分设备所提供给他们的假定频谱,时间和幅度语音提示的能力来预测辅音矩阵。该模型产生的混淆矩阵与单个对象的辅音矩阵的许多方面都匹配,包括语音,方式和位置特征的信息传递,尽管在植入时的年龄,植入经验,使用的装置和刺激策略以及整体上存在个体差异辅音识别级别。该模型能够匹配辅音之间错误的一般模式,但不能匹配每个人所犯所有辅音错误的全部复杂性。本研究代表了开发模型的重要第一步,该模型可用于测试有关人工耳蜗植入者理解语音的机制的特定假设。

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