Datasets › MusicNet
MusicNet
MusicNet is a collection of 330 freely-licensed classical music recordings, together with over 1 million annotated labels indicating the precise time of each note in every recording, the instrument that plays each note, and the note's position in the metrical structure of the composition. The labels are acquired from musical scores aligned to recordings by dynamic time warping. The labels are verified by trained musicians; we estimate a labeling error rate of 4%. We offer the MusicNet labels to the machine learning and music communities as a resource for training models and a common benchmark for comparing results.
Source: MusicNet
Benchmarks archive 2025-07-28
All 1 leaderboard whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Music Transcription | MusicNet | Residual Shuffle-Exchange network APS 78.02 | Residual Shuffle-Exchange Networks for Fast Processing... | LUMII-Syslab/RSE +1 | 6 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 43. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences | 2 | 1 | 6 Apr 2020 | not harvested |
| Complex Transformer: A Framework for Modeling Complex-Valued Sequence | 1 | 2 | 22 Oct 2019 | ran 1 of 5 samples (4 unverified) |
| Deep Complex Networks | 9 | 2 | 27 May 2017 | ran 3 of 6 samples (3 unverified; 3 pointer-only for licence) |
| Learning Features of Music from Scratch | 2 | 1 | 29 Nov 2016 | not harvested |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- MusicNet
1 variant name, as the archive lists them.
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