在R语言中收集语音生产和感知数据:使用语音收集器进行基于Web的方法的教程
Abbey L Thomas1, Peter F Assmann2
1School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, TX, USA. abbey.thomas@utdallas.edu.
Behavior research methods
|June 3, 2024
概括
本教程介绍了speechcollectr,这是一个用于构建语音实验接口的R包. 它为熟悉R的研究人员简化了远程语音数据收集,提高了语音科学研究的可访问性和效率.
科学领域:
- 语音科学 语言科学
- 计算语言学 计算语言学
- 人与计算机的交互
背景情况:
- 语音科学家通常需要定制接口来收集数据.
- 现有的工具可能缺乏灵活性或是平台依赖.
- R提供了一个强大的开源环境,用于数据分析和Web应用程序.
研究的目的:
- 为R用户提供关于构建语音实验接口的教程.
- 引入语音收集器R包,以简化基于Web的语音数据收集.
- 展示两个样本语音实验 (生产和感知) 的发展.
主要方法:
- 在R.中解释反应式编程概念.
- 开发两个样本实验:情感语音的产生和感知.
- 介绍和应用语音收集器R包用于数据收集任务.
主要成果:
- 语音收集器包简化了语音数据收集中的常见任务.
- 包括参与者同意,人口统计,录音和刺激呈现的功能.
- 该方案解决了与远程语音数据收集相关的挑战.
结论:
- 语音采集器 R 包可以在 R 中创建基于 Web 的语音实验接口.
- 它提高了研究人员远程语音数据收集的效率和可访问性.
- 这种方法支持了强大且可重现的语音科学研究.
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