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Say When: An Automated Method For High-accuracy Speech Onset Detection

机译:说何时:一种用于高精度语音起病检测的自动化方法

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摘要

Many researchers across many experimental domains utilize the latency of spoken responses as a dependent measure. These measurements are typically made using a voice key, an electronic device that monitors the amplitude of a voice signal, and detects when a predetermined threshold is crossed. Unfortunately, voice keys have been repeatedly shown to be alarmingly errorfiil and biased in accurately detecting speech onset latencies. We present SayWhen-an easy-to-use software system for offline speech onset latency measurement that (1) automatically detects speech onset latencies with high accuracy, well beyond voice key performance, (2) automatically detects and flags a subset of trials most likely to have mismeasured onsets, for optional manual checking, and (3) implements a graphical user interface that greatly speeds and facilitates the checking and correction of this flagged subset of trials. This automatic-plus-selective-checking method approaches the gold standard performance of full manual coding in a small fraction of the time.
机译:许多实验领域的许多研究人员都将口头反应的潜伏期作为一种相关度量。这些测量通常使用语音键进行,该语音键是监视语音信号幅度并检测何时超过预定阈值的电子设备。不幸的是,语音键已被反复显示出令人震惊的错误提示并在准确检测语音开始延迟方面存在偏差。我们介绍了SayWhen,这是一种易于使用的软件系统,用于离线语音开始等待时间的测量,该系统(1)自动以高准确度检测语音开始等待时间,远远超过语音键的性能;(2)自动检测并标记最有可能的一部分试验(3)实现了图形用户界面,可大大加快并促进对这一标记的试验子集的检查和纠正,从而实现了错误测量的发作,以便进行可选的手动检查。这种自动加选择性检查方法在很短的时间内即可达到完全手动编码的金标准性能。

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