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README.md

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 ---
 license: mit
 ---
+
+# EMusicGen
+The model weights for generating ABC melodies by emotions.
+
+## Demo
+<https://www.modelscope.cn/studios/monetjoe/EMusicGen>
+
+## Maintenance
+```bash
+GIT_LFS_SKIP_SMUDGE=1 git clone https://www.modelscope.cn/monetjoe/EMusicGen.git
+cd EMusicGen
+```
+
+## Fine-tuning results
+| Dataset |                                        Loss curve                                        |     Min eval loss     |
+| :-----: | :--------------------------------------------------------------------------------------: | :-------------------: |
+| VGMIDI  | ![](https://www.modelscope.cn/models/monetjoe/EMusicGen/resolve/master/vgmidi/loss.jpg)  | `0.23854530873296725` |
+| EMOPIA  | ![](https://www.modelscope.cn/models/monetjoe/EMusicGen/resolve/master/emopia/loss.jpg)  | `0.26802811984950936` |
+| Rough4Q | ![](https://www.modelscope.cn/models/monetjoe/EMusicGen/resolve/master/rough4q/loss.jpg) | `0.2299637847539768`  |
+
+## Usage
+```python
+from modelscope import snapshot_download
+
+model_dir = snapshot_download("monetjoe/EMusicGen")
+```
+
+## Cite
+```bibtex
+@article{Zhou2024EMusicGen,
+  title     = {EMusicGen: Emotion-Conditioned Melody Generation in ABC Notation},
+  author    = {Monan Zhou, Xiaobing Li, Feng Yu and Wei Li},
+  month     = {Sep},
+  year      = {2024},
+  publisher = {GitHub},
+  version   = {0.1},
+  url       = {https://github.com/monetjoe/EMusicGen}
+}
+```
+
+## Reference
+[1] [Wu, S., & Sun, M. (2023). TunesFormer: Forming Tunes with Control Codes. ArXiv, abs/2301.02884.](https://arxiv.org/pdf/2301.02884)