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Exploring the Relationship Between Working Memory, Compressor Speed, and Background Noise Characteristics

机译:探讨工作记忆,压缩机速度和背景噪声特性之间的关系

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摘要

Objectives: Previous work has shown that individuals with lower working memory demonstrate reduced intelligibility for speech processed with fast-acting compression amplification. This relationship has been noted in fluctuating noise, but the extent of noise modulation that must be present to elicit such an effect is unknown. This study expanded on previous study by exploring the effect of background noise modulations in relation to compression speed and working memory ability, using a range of signal to noise ratios. Design: Twenty-six older participants between ages 61 and 90 years were grouped by high or low working memory according to their performance on a reading span test. Speech intelligibility was measured for low-context sentences presented in background noise, where the noise varied in the extent of amplitude modulation. Simulated fast- or slowacting compression amplification combined with individual frequency gain shaping was applied to compensate for the individual’s hearing loss. Results: Better speech intelligibility scores were observed for participants with high working memory when fast compression was applied than when slow compression was applied. The low working memory group behaved in the opposite way and performed better under slow compression compared with fast compression. There was also a significanteffect of the extent of amplitude modulation in the background noise, such that the magnitude of the score difference (fast versus slow compression) depended on the number of talkers in the background noise. The presented signal to noise ratios were not a significant factor on the measured intelligibility performance. Conclusion: In agreement with earlier research, high working memoryallowed better speech intelligibility when fast compression was applied in modulated background noise. In the present experiment, that effect was present regardless of the extent of background noise modulation.
机译:目标:先前的工作表明,工作记忆力较低的人表现出对使用速效压缩放大处理的语音的清晰度降低。在波动的噪声中已经注意到了这种关系,但是为了引起这种影响而必须存在的噪声调制程度是未知的。这项研究通过使用一定范围的信噪比,探索背景噪声调制与压缩速度和工作记忆能力的关系,从而扩展了先前的研究。设计:根据在阅读跨度测试中的表现,将26位年龄在61至90岁之间的老年参与者按工作记忆的高低进行分组。对背景噪声中出现的低语境句子的语音清晰度进行了测量,其中噪声在幅度调制范围内变化。模拟的快速压缩或缓慢压缩压缩放大结合个人频率增益整形可以补偿个人的听力损失。结果:使用快速压缩比使用缓慢压缩时,具有较高工作记忆的参与者观察到更好的语音清晰度得分。低工作内存组的行为相反,在慢速压缩下的性能优于快速压缩。背景噪声中幅度调制程度的影响也很明显,因此得分差异的大小(快速压缩与慢速压缩)取决于背景噪声中说话者的数量。所呈现的信噪比不是所测清晰度性能的重要因素。结论:与早期研究一致,当在压缩背景噪声中应用快速压缩时,高工作记忆允许更好的语音清晰度。在本实验中,无论背景噪声调制的程度如何,都存在该效果。

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