puar
commited on
Commit
·
1ac2c06
1
Parent(s):
74ff69e
Initial upload with tar files and metadata
Browse files- .gitattributes +1 -0
- README.md +53 -2
- images.tar +3 -0
- metadata.json +3 -0
- midi.tar +3 -0
- test_qa_omr.json +3 -0
- test_qa_simple.json +3 -0
- train_qa_omr.json +3 -0
- train_qa_simple.json +3 -0
.gitattributes
CHANGED
|
@@ -57,3 +57,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
|
| 57 |
# Video files - compressed
|
| 58 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 59 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
|
|
|
|
|
| 57 |
# Video files - compressed
|
| 58 |
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 59 |
*.webm filter=lfs diff=lfs merge=lfs -text
|
| 60 |
+
*.json filter=lfs diff=lfs merge=lfs -text
|
README.md
CHANGED
|
@@ -1,3 +1,54 @@
|
|
| 1 |
---
|
| 2 |
-
|
| 3 |
-
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
---
|
| 2 |
+
# MusiXQA 🎵
|
| 3 |
+
---
|
| 4 |
+
**MusiXQA** is a multimodal dataset for evaluating and training music sheet understanding systems. Each data sample is composed of:
|
| 5 |
+
- A scanned music sheet image (`.png`)
|
| 6 |
+
- Its corresponding MIDI file (`.mid`)
|
| 7 |
+
- A structured annotation (from `metadata.json`)
|
| 8 |
+
- Question–Answer (QA) pairs targeting musical structure, semantics, and optical music recognition (OMR)
|
| 9 |
+

|
| 10 |
+
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
## 📂 Dataset Structure
|
| 14 |
+
```
|
| 15 |
+
MusiXQA/
|
| 16 |
+
├── images/ # PNG files of music sheets (e.g., 0000000.png)
|
| 17 |
+
├── midi.tar # MIDI files (e.g., 0000000.mid), compressed
|
| 18 |
+
├── train_qa_omr.json # OMR-tasks QA pairs (train split)
|
| 19 |
+
├── train_qa_simple.json # Simple musical info QAs (train split)
|
| 20 |
+
├── test_qa_omr.json # OMR-tasks QA pairs (test split)
|
| 21 |
+
├── test_qa_simple.json # Simple musical info QAs (test split)
|
| 22 |
+
├── metadata.json # Annotation for each document (e.g., key, time, instruments)
|
| 23 |
+
```
|
| 24 |
+
## 🧾 Metadata
|
| 25 |
+
The `metadata.json` file provides comprehensive annotations of the full music sheet content, facilitating research in symbolic music reasoning, score reconstruction, and multimodal alignment with audio or MIDI.
|
| 26 |
+

|
| 27 |
+
|
| 28 |
+
|
| 29 |
+
## ❓ QA Data Format
|
| 30 |
+
|
| 31 |
+
Each QA file (e.g., train_qa_omr.json) is a list of QA entries like this:
|
| 32 |
+
```
|
| 33 |
+
{
|
| 34 |
+
"doc_id": "0000001",
|
| 35 |
+
"question": "What is the title of the music sheet?",
|
| 36 |
+
"answer": "Minuet in G Major",
|
| 37 |
+
"encode_format": "beat"
|
| 38 |
+
}
|
| 39 |
+
```
|
| 40 |
+
• doc_id: corresponds to a sample in images/, midi/, and metadata.json
|
| 41 |
+
• question: natural language query
|
| 42 |
+
• answer: ground truth answer
|
| 43 |
+
• encode_format: how the input is encoded (e.g., "beat", "note", etc.)
|
| 44 |
+
|
| 45 |
+
## 🎓 Reference
|
| 46 |
+
If you use this dataset in your work, please cite it using the following reference:
|
| 47 |
+
```
|
| 48 |
+
@article{chen2025musixqa,
|
| 49 |
+
title={MusiXQA: Advancing Visual Music Understanding in Multimodal Large Language Models},
|
| 50 |
+
author={Chen, Jian and Ma, Wenye and Liu, Penghang and Wang, Wei and Song, Tengwei and Li, Ming and Wang, Chenguang and Zhang, Ruiyi and Chen, Changyou},
|
| 51 |
+
journal={arXiv preprint arXiv:2506.23009},
|
| 52 |
+
year={2025}
|
| 53 |
+
}
|
| 54 |
+
```
|
images.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:d3477b07ea95b013aaa091fc178eed907eca054727d6dbd4f359fbbb765c947a
|
| 3 |
+
size 8676781568
|
metadata.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:605c065579762fc7dfd81ef5ff591ff947031d80d3f23bd576101d4dd71a9e00
|
| 3 |
+
size 1324702714
|
midi.tar
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0524137d5ae942eccfcba7b3635dd45fcfb4fcabb2cc2b6d5067c4a225ba3c09
|
| 3 |
+
size 376735232
|
test_qa_omr.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c6d39ee3640c0cd04aad5ef4612a3a64c8f55ed69a797c614e3ba735892d6535
|
| 3 |
+
size 14367960
|
test_qa_simple.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:921d1da2ef6957904c27bc7915f0fdf151fe6e8bdfd106d6ea143c17699d8a99
|
| 3 |
+
size 13611246
|
train_qa_omr.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:fb5674a0c836da5897ddec295dd3e96055d1aee8855135f64633a2e9997580aa
|
| 3 |
+
size 1109018908
|
train_qa_simple.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bbb687a5ccd998cba8c1621b6beac5fbd5ccdf2ae2e634d338d98c5f57ceca7b
|
| 3 |
+
size 122496937
|