Chord Recognition

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

7 shown of 7 papers with code (21 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.

• A Bi-directional Transformer for Musical Chord Recognition
  5 Jul 2019 3 repositories listed
  It turns out that the model was able to divide segments of chords by utilizing adaptive receptive field of the attention mechanism.
• Melody transcription via generative pre-training
  4 Dec 2022 1 repository listed
  The combination of generative pre-training and a new dataset for this task results in $77$% stronger performance on melody transcription relative to the strongest available baseline.
• AugmentedNet: A Roman Numeral Analysis Network with Synthetic Training Examples and Additional Tonal Tasks
  7 Nov 2021 1 repository listed
  This layout is further enhanced by using synthetic training examples for data augmentation, and a greater number of tonal tasks to solve simultaneously via multitask learning.
• Omnizart: A General Toolbox for Automatic Music Transcription
  1 Jun 2021 1 repository listed
  We present and release Omnizart, a new Python library that provides a streamlined solution to automatic music transcription (AMT).
• Chord Recognition in Symbolic Music: A Segmental CRF Model, Segment-Level Features, and Comparative Evaluations on Classical and Popular Music
  22 Oct 2018 1 repository listed
  We present a new approach to harmonic analysis that is trained to segment music into a sequence of chord spans tagged with chord labels.
• Feature Learning for Chord Recognition: The Deep Chroma Extractor
  15 Dec 2016 1 repository listed
  We explore frame-level audio feature learning for chord recognition using artificial neural networks.
• Explaining Deep Convolutional Neural Networks on Music Classification
  8 Jul 2016 1 repository listed
  Deep convolutional neural networks (CNNs) have been actively adopted in the field of music information retrieval, e.