Update README.md

README.md

@@ -20,8 +20,10 @@ It was pre-trained using a **Multi-Mask Language Modeling (mMLM)** objective on
 
 This model serves as the foundation for the [MIDI Quality Classifier](https://huggingface.co/SyMuPe/MIDI-Quality-Classifier), presented in the article: [**PianoCoRe: Combined and Refined Piano MIDI Dataset**](https://doi.org/10.5334/tismir.333).
 
-- **SyMuPe Repo:** https://github.com/ilya16/SyMuPe
-- **Project Repo:** https://github.com/ilya16/PianoCoRe
+- **TISMIR:** https://doi.org/10.5334/tismir.333
+- **arXiv:** https://arxiv.org/abs/2605.06627
+- **SyMuPe:** https://github.com/ilya16/SyMuPe
+- **PianoCoRe:** https://github.com/ilya16/PianoCoRe
 - **Dataset:** https://huggingface.co/datasets/loubb/aria-midi
 
 ## Architecture
@@ -34,8 +36,12 @@ This model serves as the foundation for the [MIDI Quality Classifier](https://hu
 
 ## Quick Start
 
-Before using this model, ensure you have the `symupe` library installed (`pip install -U symupe`).
+Before using this model, ensure you have the `symupe` library installed:
+```shell
+pip install -U symupe
+```
 
+Use the following code to embed MIDI files:
 ```python
 import torch
 from symupe import AutoEmbedder