论文标题
COCHLSCENE：使用众包获取声学数据数据
CochlScene: Acquisition of acoustic scene data using crowdsourcing
论文作者
论文摘要
本文描述了使用众包收集声学场景数据的管道。解释了众包的详细过程，包括计划，验证标准和实际用户界面。由于数据收集，我们提出了Cochlscene，这是一种用于声学场景分类的新型数据集。我们的数据集由13个声学场景中的831名参与者收集的76K样本组成。我们还提出了一个手动数据分配培训，验证和测试集，以提高评估结果的可靠性。最后，我们为将来的研究提供了一个基线系统。
This paper describes a pipeline for collecting acoustic scene data by using crowdsourcing. The detailed process of crowdsourcing is explained, including planning, validation criteria, and actual user interfaces. As a result of data collection, we present CochlScene, a novel dataset for acoustic scene classification. Our dataset consists of 76k samples collected from 831 participants in 13 acoustic scenes. We also propose a manual data split of training, validation, and test sets to increase the reliability of the evaluation results. Finally, we provide a baseline system for future research.
