论文标题

如果可以的话,请移动:计数和可视化校正操作以进行节拍跟踪评估

Shift If You Can: Counting and Visualising Correction Operations for Beat Tracking Evaluation

论文作者

Pinto, A. Sá, Domingues, I., Davies, M. E. P.

论文摘要

在这个后期的摘要中,我们提出了一种修改的节拍跟踪评估方法,该方法在转换一系列Beat检测所需的努力方面提出了问题,以使它们在与地面真实注释序列相比最大化众所周知的F量计算。我们方法的核心是包含在额外的,更大的耐受性窗口上进行的转移操作,该窗口可以替代插入和删除的组合。我们描述了注释效率的直接计算,并将其与内容丰富的可视化相结合,可以用于节拍跟踪系统的定性评估。我们在GitHub存储库中免费提供实施和可视化代码。

In this late-breaking abstract we propose a modified approach for beat tracking evaluation which poses the problem in terms of the effort required to transform a sequence of beat detections such that they maximise the well-known F-measure calculation when compared to a sequence of ground truth annotations. Central to our approach is the inclusion of a shifting operation conducted over an additional, larger, tolerance window, which can substitute the combination of insertions and deletions. We describe a straightforward calculation of annotation efficiency and combine this with an informative visualisation which can be of use for the qualitative evaluation of beat tracking systems. We make our implementation and visualisation code freely available in a GitHub repository.

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