A Review of Automatic Drum Transcription

Chih Wei Wu*, Christian Dittmar, Carl Southall, Richard Vogl, Gerhard Widmer, Jason Hockman, Meinard Muller, Alexander Lerch

*Corresponding author for this work

    Research output: Contribution to journalReview articlepeer-review

    43 Citations (SciVal)
    Original languageEnglish
    Pages (from-to)1457-1483
    Number of pages27
    JournalIEEE/ACM Transactions on Audio Speech and Language Processing
    Issue number9
    Publication statusPublished (VoR) - Sept 2018


    Manuscript received October 5, 2017; revised February 19, 2018 and April 12, 2018; accepted April 13, 2018. Date of publication April 26, 2018; date of current version May 21, 2018. This work was supported in part by the Austrian FFG under the BRIDGE 1 project SmarterJam (858514). The work of C. Dittmar and M. Müller was supported by the German Research Foundation (DFG-MU 2686/10-1). (Corresponding author: Chih-Wei Wu.) C.-W. Wu and A. Lerch are with the Center for Music Technology, Georgia Institute of Technology, Atlanta, GA 30332 USA (e-mail:,[email protected]; [email protected]).

    FundersFunder number
    Austrian FFG858514
    Deutsche ForschungsgemeinschaftDFG-MU 2686/10-1


      • Music information retrieval
      • automatic drum transcription
      • automatic music transcription
      • deep learning
      • machine learning
      • matrix factorization


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