Update README.md

README.md

@@ -1,30 +1,59 @@
----
-license: cc-by-3.0
-dataset_info:
-  features:
-  - name: audio
-    dtype: audio
-  - name: relative_path
-    dtype: string
-  splits:
-  - name: test
-    num_bytes: 13646545685.208
-    num_examples: 15292
-  - name: validation
-    num_bytes: 22378049262.984
-    num_examples: 25468
-  - name: train
-    num_bytes: 269257423227.302
-    num_examples: 150787
-  download_size: 295850537553
-  dataset_size: 305282018175.494
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: test
-    path: data/test-*
-  - split: validation
-    path: data/validation-*
----
+---
+license: cc-by-3.0
+dataset_info:
+  features:
+  - name: audio
+    dtype: audio
+  - name: relative_path
+    dtype: string
+  splits:
+  - name: test
+    num_bytes: 13646545685.208
+    num_examples: 15292
+  - name: validation
+    num_bytes: 22378049262.984
+    num_examples: 25468
+  - name: train
+    num_bytes: 269257423227.302
+    num_examples: 150787
+  download_size: 295850537553
+  dataset_size: 305282018175.494
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: test
+    path: data/test-*
+  - split: validation
+    path: data/validation-*
+---
+
+# MelodySim: Measuring Melody-aware Music Similarity for Plagiarism Detection
+
+[Github](https://github.com/AMAAI-Lab/MelodySim) | [Model](https://huggingface.co/amaai-lab/MelodySim/tree/main) | [Paper](https://arxiv.org/abs/2505.20979)
+
+The MelodySim dataset contains 1,710 valid synthesized pieces originated from Slakh2100 dataset, each containing 4 different versions (through various augmentation settings), with a total duration of 419 hours.
+
+This dataset may help research in:
+- Music similarity learning
+- Music plagiarism detection
+
+# Dataset Details
+The MelodySim dataset contains three splits: train, validation and test. Each split contains multiple tracks. Each track folder contains the same song in 4 version ("original", "version_0", "version_1", "version_2"), all of which are synthesized from the same midi file with [sf2](https://github.com/Rainbow-Dreamer/sf2_loader) in different settings. Checkout [MelodySim Paper](https://arxiv.org/abs/2505.20979) for details how the different versions are augmented. Each version contains multiple 10-second chunks named with their indices.
+
+After downloading the dataset, [this dataloader](https://github.com/AMAAI-Lab/MelodySim/blob/main/data/dataloader.py) may help loading the dataset.
+
+
+# Citation
+
+If you find this work useful in your research, please cite:
+
+```bibtex
+@article{lu2025melodysim,
+  title={Text2midi-InferAlign: Improving Symbolic Music Generation with Inference-Time Alignment},
+  author={Tongyu Lu and Charlotta-Marlena Geist and Jan Melechovsky and Abhinaba Roy and Dorien Herremans},
+  year={2025},
+  journal={arXiv:2505.20979}
+}
+```