Sound event detection in synthetic audio: Analysis of the dcase 2016 task results
Sound event detection in synthetic audio: Analysis of the dcase 2016 task results
复制标题
合成音频中的声音事件检测：dcase 2016 任务结果分析
DOI：
10.1109/waspaa.2017.8169985
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发表时间：
2017
期刊：
影响因子：
--
通讯作者：
M. Lagrange
中科院分区：
文献类型：
--
作者：
G. Lafay;Emmanouil Benetos;M. Lagrange
作为2016年声学场景和事件检测和分类公众评估挑战赛（DCASE 2016）的一部分，第二项任务侧重于使用办公室声音的合成混合物评估声音事件检测系统。该任务遵循DCASE 2013的“事件检测-办公室合成”任务，研究在背景噪声和复调/密度方面面临受控音频复杂度水平时，测试算法的行为，并具有非常准确的地面实况的额外好处。本文介绍了任务制定，评估指标，提交的系统，并提供了一个统计分析的结果，相对于各个方面的评估数据集。
As part of the 2016 public evaluation challenge on Detection and Classification of Acoustic Scenes and Events (DCASE 2016), the second task focused on evaluating sound event detection systems using synthetic mixtures of office sounds. This task, which follows the ‘Event Detection-Office Synthetic’ task of DCASE 2013, studies the behaviour of tested algorithms when facing controlled levels of audio complexity with respect to background noise and polyphony/density, with the added benefit of a very accurate ground truth. This paper presents the task formulation, evaluation metrics, submitted systems, and provides a statistical analysis of the results achieved, with respect to various aspects of the evaluation dataset.
影响因子：
7.3
作者：
Stowell, Dan;Giannoulis, Dimitrios;Plumbley, Mark D.
通讯作者：
Plumbley, Mark D.