STAR Drums: A Dataset for Automatic Drum Transcription

Current state‑of‑the‑art automatic drum transcription (ADT) algorithms make use of neural networks. To train such models, large amounts of annotated data are needed. We introduce the Separate–Tracks–Annotate–Resynthesize Drums (STAR Drums) dataset, derived from full audio recordings that include mix...

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Bibliographic Details
Main Authors: Philipp Weber, Christian Uhle, Meinard Müller, Matthias Lang
Format: Article
Language:English
Published: Ubiquity Press 2025-07-01
Series:Transactions of the International Society for Music Information Retrieval
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Online Access:https://account.transactions.ismir.net/index.php/up-j-tismir/article/view/244
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