Design and creation of a large-scale database of structural annotations

Design and creation of a large-scale database of structural annotations
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设计和创建大型结构注释数据库

DOI:
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发表时间:
2011
期刊:
International Society for Music Information Retrieval Conference
影响因子:
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通讯作者:
J. S. Downie
J. S. Downie
中科院分区:
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文献类型:
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作者:
Jordan B. L. Smith;J. Burgoyne;Ichiro Fujinaga;D. D. Roure;J. S. Downie

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本文介绍了一个前所未有的大型数据库的设计和创建超过2400结构注释近1400音乐录音。该数据库旨在成为算法的测试集,用于分析数十万录音的更大语料库,作为大量音乐信息结构分析(SALAMI)项目的一部分。本文介绍了数据库的设计目标和在创建过程中遇到的实际问题。特别是,我们讨论了录音的选择,注释格式和程序的开发,以适应Peeters和Deruty [10]的工作,以及项目的管理和执行。我们还总结了一些属性的注释语料库,包括平均注释者之间的协议。
This paper describes the design and creation of an unprecedentedly large database of over 2400 structural annotations of nearly 1400 musical recordings. The database is intended to be a test set for algorithms that will be used to analyze a much larger corpus of hundreds of thousands of recordings, as part of the Structural Analysis of Large Amounts of Musical Information (SALAMI) project. This paper describes the design goals of the database and the practical issues that were encountered during its creation. In particular, we discuss the selection of the recordings, the development of an annotation format and procedure that adapts work by Peeters and Deruty [10], and the management and execution of the project. We also summarize some of the properties of the resulting corpus of annotations, including average inter-annotator agreement.