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Objective automated analysis of natural language: The Fluency Profiling System as a measure of the efficiency of dynamic language networks

机译:自然语言的客观自动分析:流畅性分析系统作为动态语言网络效率的衡量标准

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摘要

Recent advances in neuro-imaging have provided biological confirmation of the presence of large-scale networks underpinning language processing (Thompson \u26 den Ouden, 2008). Fluent effortless speech production is thought to reflect optimum network function. Hird and Kirsner (2010) demonstrated in three diverse aphasic speakers that the Fluency Profiling System (Little, Oehmen, Dunn, Hird \u26 Kirsner (2012) provides a powerful, objective and sensitive profile of fluency in natural speech samples.Discourse samples from the Cinderella story were selected from the AphasiaBank repository (McWhinney et al., 2011) if they met an empirically defined Signal: Noise ratio. To date a total of 28 cases have been analysed: 18 with a diagnosis of Broca’s aphasia and 10 controls. Dependent measures of long pauses, short pauses and speech segment durations (ln) for each aphasic were converted to z scores by comparison with the control group. All of the Broca’s aphasics showed shorter mean speech segment durations than the control group. Nine cases produced significantly longer mean short pause durations.The results demonstrate that the FPS is a sensitive tool for characterisation of cognitive and motor processes associated with the impact of brain impairment on spontaneous speaking. It provides inferential statistics that quantify function across cognitive and motor domains beyond those provided by traditional categorical or model based diagnostic tools.
机译:神经影像学的最新进展为支持语言处理的大规模网络的存在提供了生物学上的证实(Thompson \ u26 den Ouden,2008)。流利的轻松语音生成被认为可以反映出最佳的网络功能。 Hird和Kirsner(2010)在三位无语演讲者中证明了流利度分析系统(Little,Oehmen,Dunn,Hird \ u26 Kirsner(2012)在自然语言样本中提供了有力,客观和敏感的流利度概况。如果灰姑娘的故事满足了经验定义的信噪比,则从AphasiaBank存储库中选择灰姑娘故事(McWhinney等,2011),迄今为止,已分析了28例病例:其中18例诊断为Broca失语症,另10例为对照。与对照组相比,每种失语症的长暂停,短暂停和语段持续时间(ln)的测量值均转换为z分数,所有Broca失语症患者的平均语段持续时间均比对照组短,其中9例产生的时间明显更长。平均短暂的停顿持续时间。结果表明,FPS是用于表征与脑损伤影响相关的认知和运动过程的敏感工具自发讲话。它提供了推理统计信息,可以量化认知和运动领域以外的功能,而传统的基于类别或模型的诊断工具则无法提供这些功能。

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