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arXiv 1902.04397cs.IRcs.MM
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Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies

Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer, Gerhard Widmer

英文摘要:

There has been a rapid growth of digitally available music data, including audio recordings, digitized images of sheet music, album covers and liner notes, and video clips. This huge amount of data calls for retrieval strategies that allow users to explore large music collections in a convenient way. More precisely, there is a need for cross-modal retrieval algorithms that, given a query in one modality (e.g., a short audio excerpt), find corresponding information and entities in other modalities (e.g., the name of the piece and the sheet music). This goes beyond exact audio identification and subsequent retrieval of metainformation as performed by commercial applications like Shazam [1].

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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