Update README.md

README.md

@@ -26,8 +26,11 @@ We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and rele
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 ## Latest News 🗞️
-- ✅ **First project achieved!** Submitted **2 papers** to a **NeurIPS Workshop** based on our Music Tagging pipeline and dataset work.  
-  <sub><em>Links to be added 🔗</em></sub>
+- ✅ **NeurIPS Workshop 2025**:  
+  - Accepted 🎉 **AIBA: Attention-based Instrument Band Alignment for Text-to-Audio Diffusion**  
+- ✍️ **ICASSP 2026 submission**:  
+  - Resubmitted and extended version of **Jamendo-QA**  
+  - Preprint available on [arXiv (2509.15662)](https://arxiv.org/abs/2509.15662)  
 - 🧰 GPU resources via university support: **NVIDIA A100**, **A6000**, **RTX 4090** ⚙️
 
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@@ -38,8 +41,8 @@ We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and rele
 - Built a tagging & augmentation pipeline with **CLAP**, **Beam Search**, **Stable Audio**  
 - Focus: dataset **augmentation/creation** for future work  
 - Targets: short-term **word generation** → long-term **sentence generation** with **LLMs**  
-- **Outcome:** 2 **NeurIPS Workshop submissions** ✅  
-<sub>Links: _to be added_ 🔗</sub>
+- **Outcome:** 2 **NeurIPS Workshop submissions** (1 accepted, 1 rejected → resubmitted to ICASSP)  
+<sub>[AIBA — Accepted ✅](#) · [Jamendo-QA — Arxiv 🔗](https://arxiv.org/abs/2509.15662)</sub>
 
 ### Project 2 — Efficient Music Generation (In Progress) 🎶
 - Exploring **Diffusion** & **DiT (e.g., Flux)**  
@@ -50,8 +53,8 @@ We aim to publish at top venues (e.g., **ICASSP**, **ISMIR**, **AAAI**) and rele
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 ## Publications & Submissions 📚
-- NeurIPS Workshop Submission #1 — (TBD) ✍️  
-- NeurIPS Workshop Submission #2 — (TBD) ✍️
+- **AIBA: Attention-based Instrument Band Alignment for Text-to-Audio Diffusion** — *Accepted at NeurIPS Workshop 2025*  
+- **Jamendo-QA: A Large-Scale Music Question Answering Dataset** — *Submitted to ICASSP 2026 · Preprint on [arXiv](https://arxiv.org/abs/2509.15662)*
 
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