Update README.md

README.md

@@ -28,11 +28,11 @@ The Drax model family provides speech recognition models based on discrete flow
 The `drax-v1` model supports eight languages: English, Spanish, French, Portuguese, German, Italian, Japanese and Chinese.
 It is an encoder-decoder model consists of a Whisper-large-v3 encoder, and a DiT based decoder, with a total of ~1.2B parameters.
 
-More details on usage in our GitHub repo, [https://github.com/aiola-lab/drax]() and paper [TBD]().
+More details on usage in our GitHub repo, [https://github.com/aiola-lab/drax](https://github.com/aiola-lab/drax) and our [paper](https://arxiv.org/abs/2510.04162).
 
 ## Usage
 
-See [https://github.com/aiola-lab/drax]() for installation instructions.
+See [https://github.com/aiola-lab/drax](https://github.com/aiola-lab/drax) for installation instructions.
 
 ```python
 from drax import Transcriber