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Towards training na¿¿ve participants for a perceptual annotation task designed for experts

机译:面向初学者培训专为专家设计的感​​知注释任务

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Technical Causes Analysis (P.TCA) is a method for identifying technical causes of sub-optimum speech transmission quality. Originally created as an expert procedure for the annotation of speech samples, its applicability to na¿¿ve listener was also studied. Due to the low agreement of na¿¿ve listener annotations, it was suggested that detailed training methods are necessary to lift na¿¿ve annotations to an agreement level of experts. The aim of this work was to develop training methods for na¿¿ve annotators. For this, two different training procedures were developed and tested in two separate annotation experiments. The results are analyzed and discussed regarding the effects of the trainings and their implications for the P.TCA annotation scheme. The outcome shows that these training methods did not meet the expectations for improving the inter-rater agreement of na¿¿ve annotators. It is concluded that trainings of 15 to 20 minutes rather confuse na¿¿ve annotators by conveying too much information in too little time, and that they are not sufficient to prepare na¿¿ve annotators. It is argued that much more extensive training is needed to raise na¿¿ve annotators to expert level, and that such a training must include both, in-depth introduction to the annotation process as well as detailed presentation and exercise regarding the P.TCA degradations.
机译:技术原因分析(P.TCA)是一种识别次优语音传输质量的技术原因的方法。最初是作为语音样本注释的专家程序而创建的,还研究了它对纯朴的听众的适用性。由于纯朴的听众注解的一致性低,因此建议采用详细的培训方法以将纯朴的注解提升到专家的共识水平。这项工作的目的是为原始注释者开发培训方法。为此,开发了两种不同的训练程序,并在两个单独的注释实验中对其进行了测试。分析和讨论了有关培训效果及其对P.TCA注释方案的影响的结果。结果表明,这些培训方法未达到改善原始注释者的评分者之间协议的期望。结论是,进行15到20分钟的培训会在很短的时间内传递太多信息,从而使朴素的注释者感到困惑,并且它们不足以准备朴素的注释者。有人认为,需要进行更广泛的培训,以将朴素的注释者提升到专家水平,并且这种培训必须包括对注释过程的深入介绍以及有关P.TCA的详细介绍和练习。退化。

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