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Create parts for two violins, viola and cello. View the model-generated score. Download PDF for printing or MusicXML for editing. Transcriptions may need correction.
Input
Supports inputs in formats such as mp3 / wav / flac / ogg / m4a / aac / aif / aiff / mp4 / mov / mkv
Supported formats
Output
PDF · MusicXML · Humdrum **kern
Use case
Create parts for two violins, viola and cello.
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Cost, time, formats and parameters depend on the selected model.
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ACM Multimedia - 2026
On TelkNet, SheetSage transcribes melody-and-chord excerpts of up to 30 seconds into PDF / MusicXML / Humdrum **kern for review. String quartets use a separate model; arbitrary arrangements cannot be fully reconstructed.
Includes public test results for models used here and elsewhere. The complete source table is shown by default; conditions and metrics can also be selected for comparison. Scores from different test conditions are not directly comparable.
Only records with verified public inference implementations and matching weights are shown; algorithms requiring no weights are also eligible. Closed services, unreleased weights and unmatched experiment versions are excluded. This is not an all-model leaderboard.
Public weights do not establish a fully open-source license. Expand the data for declared weight licenses and access conditions. Undeclared licenses are marked separately.
Choose a dataset to view all metrics for each model. Rows follow the official rank or selected metric. Bold marks each column’s best comparable value, including ties. Different evaluation protocols are ranked separately; missing scores are shown as -.
Deployable entries 1 / source rows 4
A complete public inference package for these experiments has not been verified. Other weights with the same model name do not qualify.
Baseline ( Alfaro-Contreras et al., 2024 ) · +1024-Pre-Norm · +MuQ encoder
HookKern compares SER separately for popular lead sheets and string quartets; lower is better. Only experiments matched to released weights are shown, without ranking across datasets.
| Metric rank | Model | SheetSage-A2S | Quartets · SER | ||
|---|---|---|---|---|---|
| SER↓ | Melody SER↓ | Chord SER↓ | |||
| - | +Augmented dataUsed on this sitePublic weights · Inference code | 20.92 | 38.62 | 22.28 | 4.98 |
Markers identify models or components used here. Scores and settings come from the cited tests, not a new evaluation of the complete site pipeline.
Datasets, versions and conditions remain separate, including sources with no eligible ranking rows.
Deployable entries 1 / source rows 4
A complete public inference package for these experiments has not been verified. Other weights with the same model name do not qualify.
Baseline ( Alfaro-Contreras et al., 2024 ) · +1024-Pre-Norm · +MuQ encoder
Scores apply to the listed dataset, metric and model version; results from different tests are not directly comparable.
Choose a dataset to view all metrics for each model. Rows follow the official rank or selected metric. Bold marks each column’s best comparable value, including ties. Different evaluation protocols are ranked separately; missing scores are shown as -.
Deployable entries 1 / source rows 4
A complete public inference package for these experiments has not been verified. Other weights with the same model name do not qualify.
Baseline ( Alfaro-Contreras et al., 2024 ) · +1024-Pre-Norm · +MuQ encoder
HookKern compares SER separately for popular lead sheets and string quartets; lower is better. Only experiments matched to released weights are shown, without ranking across datasets.
| Metric rank | Model | SheetSage-A2S | Quartets · SER | ||
|---|---|---|---|---|---|
| SER↓ | Melody SER↓ | Chord SER↓ | |||
| - | +Augmented dataPublic weights · Inference code | 20.92 | 38.62 | 22.28 | 4.98 |