Spectral and temporal information and presentation mode effects on individual speaker identification and listening effort.

IF 1.4 Q3 ACOUSTICS
Jenna L Cramer, Ashley Reynard, Vanessa Torres, Jeremy J Donai
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引用次数: 0

Abstract

Identifying speakers of interest in an auditory scene is a fundamental task that facilitates effective communication. Little is known about the specific contributions of spectral and temporal detail required for identifying a specific speaker of interest by human listeners. This study investigated the relative contributions of spectral and temporal detail for identifying a speaker of interest and perceived effort in doing so. Results showed significant improvements in speaker identification and decreased effort ratings as spectral channels increased. Improved speaker identification performance with increased temporal filter cutoff from 20 Hz to 800 Hz was observed. These results have implications for speech signal processing by amplification devices and automated speaker recognition systems.

频谱和时间信息和呈现方式对个体说话人识别和聆听努力的影响。
识别听觉场景中感兴趣的说话人是促进有效沟通的基本任务。对于识别人类听众感兴趣的特定说话人所需的光谱和时间细节的具体贡献,我们知之甚少。本研究调查了光谱和时间细节对识别感兴趣的说话人的相对贡献以及在此过程中感知到的努力。结果表明,随着频谱通道的增加,说话人识别能力显著提高,努力程度降低。将时间滤波器截止频率从20 Hz提高到800 Hz,可以提高说话人识别性能。这些结果对放大装置和自动说话人识别系统的语音信号处理具有启示意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
1.70
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0.00%
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