Update README.md

docs: Update Readme

README.md

@@ -11,9 +11,11 @@ pinned: false
 
 # 🎼 SonicVerse
 
-An interactive demo for SonicVerse, a music captioning model, allowing users to input audio of up to 10 seconds and generate a natural language caption
+An interactive demo for **SonicVerse**, a music captioning model, allowing users to input audio and generate a natural language caption
 that includes a general description of the music as well as music features such as key, instruments, genre, mood / theme, vocals gender.
 
+The demo supports both short (10s) and long (up to 1 minute) audio inputs.
+
 ---
 
 ## 🚀 Demo
@@ -25,7 +27,8 @@ Check out the live Space here:
 
 ## 🚀 Samples
 
-Short captions
+Short captions and long chained LLM-generated captions:
+➡️ [Samples page](https://amaai-lab.github.io/SonicVerse/)
 
 ---
 
@@ -35,6 +38,10 @@ Short captions
 
 ✅ Upload a long music clip (upto 1 minute for successful demo) to get a long detailed caption for the whole music clip.
 
+✅ Captions include musical attributes (key, instruments, tempo, etc.)
+
+⚠️ You can upload audio of any length, but due to compute limitations on Hugging Face Spaces, we recommend uploading clips under **30 seconds** unless you have a **Hugging Face Pro account** or run the app locally.
+
 ---
 
 ## 🛠️ How to Run Locally
@@ -57,19 +64,6 @@ python app.py
 
 ---
 
-<!-- ## 📂 File Structure
-
-```
-.
-├── app.py               # Web app file
-├── requirements.txt     # Python dependencies
-├── environment.yml      # Conda environment
-├── README.md            # This file
-└── src/sonicverse       # Source 
-```
-
---- -->
-
 ## 💡 Usage
 
 To use the app:
@@ -79,6 +73,31 @@ To use the app:
 
 ---
 
+## 📜 Citation
+
+If you use SonicVerse in your work, please cite our paper:
+
+**SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning**
+Anuradha Chopra, Abhinaba Roy, Dorien Herremans
+Accepted to AIMC 2025
+
+```bibtex
+@article{chopra2025sonicverse,
+  title={SonicVerse: Multi-Task Learning for Music Feature-Informed Captioning},
+  author={Chopra, Anuradha and Roy, Abhinaba and Herremans, Dorien},
+  journal={Proceedings of the 6th Conference on AI Music Creativity (AIMC 2025)},
+  year={2025},
+  address={Brussels, Belgium},
+  month={September},
+  url={https://arxiv.org/abs/2506.15154},
+}
+```
+
+Read the paper here: [arXiv:2506.15154](https://arxiv.org/abs/2506.15154)
+DOI: [10.48550/arXiv.2506.15154](https://doi.org/10.48550/arXiv.2506.15154)
+
+---
+
 ## 🧹 Built With
 
 - [Hugging Face Spaces](https://huggingface.co/spaces)
@@ -87,14 +106,3 @@ To use the app:
 - [MERT 95M](https://huggingface.co/m-a-p/MERT-v1-95M)
 ---
 
-<!-- ## ✨ Acknowledgements
-
-- [Model authors or papers you built on]
-- [Contributors or collaborators]
-
----
-
-## 📜 License
-
-This project is licensed under the MIT License / Apache 2.0 / Other.
- -->