MIRchiving: Challenges and opportunities of connecting MIR research and digital music archives

R. Valk, A. Volk, A. Holzapfel, A. Pikrakis, N. Kroher, Joren Six
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引用次数: 11

Abstract

This study is a call for action for the music information retrieval (MIR) community to pay more attention to collaboration with digital music archives. The study, which resulted from an interdisciplinary workshop and subsequent discussion, matches the demand for MIR technologies from various archives with what is already supplied by the MIR community. We conclude that the expressed demands can only be served sustainably through closer collaborations. Whereas MIR systems are described in scientific publications, usable implementations are often absent. If there is a runnable system, user documentation is often sparse---posing a huge hurdle for archivists to employ it. This study sheds light on the current limitations and opportunities of MIR research in the context of music archives by means of examples, and highlights available tools. As a basic guideline for collaboration, we propose to interpret MIR research as part of a value chain. We identify the following benefits of collaboration between MIR researchers and music archives: new perspectives for content access in archives, more diverse evaluation data and methods, and a more application-oriented MIR research workflow.
MIRchiving: MIR研究与数位音乐档案连结的挑战与机遇
本研究旨在呼吁音乐资讯检索界重视与数位音乐档案的合作。这项研究是一个跨学科讲习班和随后的讨论的结果,将各种档案对MIR技术的需求与MIR社区已经提供的技术相匹配。我们的结论是,只有通过更密切的合作才能持续地满足所表达的需求。尽管MIR系统在科学出版物中有描述,但通常缺乏可用的实现。如果有一个可运行的系统,用户文档通常是稀疏的——这给档案管理员使用它带来了巨大的障碍。本研究通过实例揭示了当前音乐档案背景下MIR研究的局限性和机遇,并强调了可用的工具。作为合作的基本准则,我们建议将MIR研究解释为价值链的一部分。我们确定了MIR研究人员与音乐档案之间合作的以下好处:档案内容访问的新视角,更多样化的评估数据和方法,以及更面向应用的MIR研究工作流程。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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