Drum Transcription

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

4 shown of 4 papers with code (11 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation
  5 Jul 2024 1 repository listed
  Further testing on pop music recordings highlights the limitations of current models.
• Ultra-light deep MIR by trimming lottery tickets
  31 Jul 2020 1 repository listed
  We show that our proposal can remove up to 90% of the model parameters without loss of accuracy, leading to ultra-light deep MIR models.
• Improving Perceptual Quality of Drum Transcription with the Expanded Groove MIDI Dataset
  1 Apr 2020 1 repository listed
  We introduce the Expanded Groove MIDI dataset (E-GMD), an automatic drum transcription (ADT) dataset that contains 444 hours of audio from 43 drum kits, making it an order of magnitude larger than similar datasets, and…
• Towards multi-instrument drum transcription
  18 Jun 2018 1 repository listed
  In this work, convolutional and convolutional recurrent neural networks are trained to transcribe a wider range of drum instruments.