m-a-p/SheetSage2

feature-extraction model by m-a-p

Open original source ↗

Older snapshot: check the original source for current information.

From the publisher

Model card & documentation

Source preview

Read the publisher’s intended use, setup instructions, evaluations and limitations. The original model card is the source of truth.

🤗 SheetSage2 Music audio to editable scores Melody · Chords · Beats · Key · Structure 🎵 YuE2 project · 💻 Code · 🚀 Quick start · 📊 Benchmarks · 📄 SheetSage2 arXiv · 📄 YuE2 arXiv · YuE2 PDF · 📚 Citation             SheetSage2 turns music recordings into lead sheets and timed musical annotations. Transcribe a complete song, edit its ABC or MIDI, render a piano preview, or extract embeddings and token predictions for your own tools. Built on MERT-v2-FullSong, with adapters that merge automatically when you load the model. 📄 Technical report: SheetSage2: Coherent Lead-Sheet Transcription with Synthetic Supervision describes the MIDI-derived synthetic supervision, the structured decoders, the autoregressive distillation, and the evaluation protocols behind the benchmarks below. Update log: 2026-09-24: Fixed a bug in key-aware chord spelling. Candidate chord tones were spelled incorrectly, which favored sharp-side names for chromatic chords (e.g., B# instead of C in E major, A# instead of Bb in G…

m-a-p/SheetSage2 on Hugging Face A short preview, not the full document.

Read the full model card ↗ · Preview checked 2026-10-30T12:12:30.153Z

Inside the original model card — Document outline
  1. 🚀 Quick start
  2. Key and chord spelling
  3. Melody-only ABC for covers
  4. Command line and rendering
  5. 📊 Benchmarks
  6. Benchmark updates
  7. 📚 Citation

Headings are captured from the source. Links open the publisher’s document, not a locally hosted copy.

Links from the model card

References supplied by the publisher, not independently verified endorsements. Check the destination before downloading files or entering credentials.

Documentation belongs to its respective authors. Reported project/model license: cc-by-nc-4.0. A listing is not a grant of reuse or training rights. Confirm the document’s own terms at the source.

Model overview

m-a-p/SheetSage2 is a feature-extraction model repository published by m-a-p on Hugging Face. The source reports the transformers library.

This page summarizes Hub metadata. For intended use, training data, evaluation results and limitations, consult the original model card.

Model facts

Task
feature-extraction
Library
transformers
Recent downloads (30 days)
11,465
Cumulative likes
116
Hugging Face trending score
57
Reported safetensors parameters
57,174,553
Architecture
SheetSage2Model
License
cc-by-nc-4.0
Access
Not gated by Hugging Face
Created
2026-09-09T18:39:47.000Z
Last modified
2026-09-17T01:00:26.000Z

Compatibility and lineage

Language coverage was not reported.

Reported base models: m-a-p/MERT-v2-FullSong

Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.

Use and evaluate

Check license terms and access requirements first. Review the model card’s documented loading instructions, evaluations and safety limitations. Benchmark scores are not imported by this directory, and popularity is not an accuracy ranking.

No model weights are downloaded or executed by AltAPIs. Never enable remote model code without reviewing it.

Model card and usage instructions

Model files and configuration

Community discussion

Source and freshness

Source: Hugging Face Hub. Metadata observed 2026-09-21T06:36:47.722Z. Daily imports are snapshots, not real-time monitoring.

Popularity and source listings do not establish security, suitability, licensing rights or benchmark performance.

Open original source

Related models

BAAI/bge-small-en-v1.5

BAAI/bge-large-en-v1.5

Qwen/Qwen3-Embedding-0.6B

BAAI/bge-base-en-v1.5

ibm-granite/granite-embedding-small-english-r2

intfloat/multilingual-e5-large