A Review of Automatic Drum Transcription

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

doi:10.1109/TASLP.2018.2830113

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 journal › Review article › peer-review

46 Citations (SciVal)

Original language	English
Pages (from-to)	1457-1483
Number of pages	27
Journal	IEEE/ACM Transactions on Audio Speech and Language Processing
Volume	26
Issue number	9
DOIs	https://doi.org/10.1109/TASLP.2018.2830113
Publication status	Published (VoR) - Sept 2018

Funding

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]).

Funders	Funder number
Austrian FFG	858514
Deutsche Forschungsgemeinschaft	DFG-MU 2686/10-1

Keywords

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

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10.1109/TASLP.2018.2830113

Cite this

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title = "A Review of Automatic Drum Transcription",

keywords = "Music information retrieval, automatic drum transcription, automatic music transcription, deep learning, machine learning, matrix factorization",

author = "Wu, {Chih Wei} and Christian Dittmar and Carl Southall and Richard Vogl and Gerhard Widmer and Jason Hockman and Meinard Muller and Alexander Lerch",

note = "Funding Information: 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. M{\"u}ller 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]). Publisher Copyright: {\textcopyright} 2014 IEEE.",

year = "2018",

month = sep,

doi = "10.1109/TASLP.2018.2830113",

language = "English",

volume = "26",

pages = "1457--1483",

journal = "IEEE/ACM Transactions on Audio Speech and Language Processing",

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AU - Wu, Chih Wei

AU - Dittmar, Christian

AU - Southall, Carl

AU - Vogl, Richard

AU - Widmer, Gerhard

AU - Hockman, Jason

AU - Muller, Meinard

AU - Lerch, Alexander

N1 - Funding Information: 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]). Publisher Copyright: © 2014 IEEE.

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KW - Music information retrieval

KW - automatic drum transcription

KW - automatic music transcription

KW - deep learning

KW - machine learning

KW - matrix factorization

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A Review of Automatic Drum Transcription

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