Add pipeline tag and link to paper/code

README.md

@@ -1,6 +1,7 @@
 ---
-license: apache-2.0
 base_model: FunAudioLLM/Fun-CosyVoice3-0.5B-2512
+license: apache-2.0
+pipeline_tag: text-to-speech
 tags:
 - text-to-speech
 - cosyvoice
@@ -9,13 +10,31 @@ tags:
 
 # CosyVoice3 SG
 
-This repository contains only the `llm.pt` checkpoint fine-tuned on the
-Singapore Mandarin subset.
+This repository contains the `llm.pt` checkpoint fine-tuned on the Singapore Mandarin subset, as presented in the paper [Joycent: Diffusion-based Accent TTS without Accented Phone Prediction](https://huggingface.co/papers/2606.16417).
+
+The remaining CosyVoice3 components are loaded from [FunAudioLLM/Fun-CosyVoice3-0.5B-2512](https://huggingface.co/FunAudioLLM/Fun-CosyVoice3-0.5B-2512). The checkpoint is intended to replace the base model's `llm.pt`; it does not include `flow.pt`, `hift.pt`, tokenizer, or ONNX files.
+
+## Project Resources
+
+- **Paper:** [Joycent: Diffusion-based Accent TTS without Accented Phone Prediction](https://huggingface.co/papers/2606.16417)
+- **Code:** [oshindow/Joycent-code](https://github.com/oshindow/Joycent-code)
+- **Demo:** [Joycent Project Page](https://anonymous-accent-tts.github.io/Joycent-demo/)
+
+## Inference
+
+The inference wrapper for this model is available in the Joycent project as `joycent/inference_cosyvoice.py`.
+
+## Citation
 
-The remaining CosyVoice3 components are loaded from
-`FunAudioLLM/Fun-CosyVoice3-0.5B-2512`. The checkpoint is intended to replace
-the base model's `llm.pt`; it does not include `flow.pt`, `hift.pt`, tokenizer,
-or ONNX files.
+If you find this work useful, please cite:
 
-The inference wrapper is available in the Joycent project as
-`joycent/inference_cosyvoice.py`.
+```bibtex
+@misc{wang2026joycentdiffusionbasedaccenttts,
+      title={Joycent: Diffusion-based Accent TTS without Accented Phone Prediction},
+      author={Xintong Wang and Ye Wang},
+      year={2026},
+      eprint={2606.16417},
+      archivePrefix={arXiv},
+      primaryClass={cs.SD},
+}
+```