Sonification methods for enabling augmented data analysis applied to graphene optoelectronics

Adam Johan Bergren, Angela Beltaos, Alexander van Dijk
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Abstract

This paper presents a simple method to transform two-dimensional data sets into a format that can be easily processed into sound files. These files can be loaded into software wavetable synthesizers to create audible forms of data that can represent complex information. Some background about sonification will be discussed, and the simple method developed here will be applied to graphene optoelectronics. Some key illustrative examples will be used to demonstrate the method, including data sets from previous work on light emission from graphene field effect transistors. We use the sonification method to show how changes in observed phenomena (e.g., light emission intensity and spectral shape) result in changes of the resulting sound (such as the timbre). Demonstrations are included in video format to hear and illustrate the method and resulting effects.

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应用于石墨烯光电子学的增强数据分析声化方法
本文介绍了一种简单的方法,可将二维数据集转换成易于处理的声音文件格式。这些文件可以加载到软件波形合成器中,以创建可代表复杂信息的可听数据形式。我们将讨论有关声化的一些背景知识,并将在此开发的简单方法应用于石墨烯光电技术。我们将使用一些重要的示例来演示该方法,包括之前发表的一篇报告石墨烯场效应晶体管光发射的数据集(Angela Beltaos,2017 年)。我们使用声化方法来展示观察到的现象(如光发射强度和光谱形状)的变化如何导致所产生的声音(如音色)的变化。演示以视频的形式呈现,以听取和说明该方法及其产生的效果。本文受版权保护,保留所有权利。
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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