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Audibility-based predictions of speech recognition for children and adults with normal hearing

机译:听力正常的儿童和成人基于听觉的语音识别预测

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摘要

This study investigated the relationship between audibility and predictions of speech recognition for children and adults with normal hearing. The Speech Intelligibility Index (SII) is used to quantify the audibility of speech signals and can be applied to transfer functions to predict speech recognition scores. Although the SII is used clinically with children, relatively few studies have evaluated SII predictions of children’s speech recognition directly. Children have required more audibility than adults to reach maximum levels of speech understanding in previous studies. Furthermore, children may require greater bandwidth than adults for optimal speech understanding, which could influence frequency-importance functions used to calculate the SII. Speech recognition was measured for 116 children and 19 adults with normal hearing. Stimulus bandwidth and background noise level were varied systematically in order to evaluate speech recognition as predicted by the SII and derive frequency-importance functions for children and adults. Results suggested that children required greater audibility to reach the same level of speech understanding as adults. However, differences in performance between adults and children did not vary across frequency bands.
机译:本研究调查了听力正常的儿童和成年人的可听性与语音识别预测之间的关系。语音清晰度指数(SII)用于量化语音信号的可听性,并可用于传递函数以预测语音识别分数。尽管SII在临床上可用于儿童,但很少有研究直接评估SII对儿童语音识别的预测。在以前的研究中,儿童需要比成人更多的可听度,以达到最大的语音理解水平。此外,儿童可能需要比成年人更大的带宽才能获得最佳的语音理解,这可能会影响用于计算SII的频率重要性函数。对116名儿童和19名听力正常的成年人进行了语音识别。刺激带宽和背景噪声水平被系统地改变,以便评估SII预测的语音识别并得出儿童和成人的频率重要性函数。结果表明,儿童需要更大的听觉度才能达到与成人相同的语言理解水平。但是,成人和儿童之间的性能差异在各个频段上没有变化。

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