Update README.md

README.md

@@ -1800,11 +1800,11 @@ GOVERNING TERMS: Use of this model is governed by the [CC-BY-4.0](https://creati
 
 `Canary-1b-v2` model is the first model from NeMo team that leveraged full Nvidia's Granary dataset \[1] \[2], showcasing its multitask and multilingual capabilities.
 
-For more information, refer to the [Model Architecture](#model-architecture) section and the [NeMo documentation](https://docs.nvidia.com/deeplearning/nemo/user-guide/docs/en/main/asr/models.html#fast-conformer).
+For full details on the model architecture, training methodology, datasets, and evaluation results, check out the **[Canary-1b-v2 Technical Report](https://arxiv.org/abs/2509.14128)**.
+
+For a deeper glimpse into the Canary family of models, explore this comprehensive [NeMo tutorial on multitask speech models](https://github.com/NVIDIA/NeMo/blob/main/tutorials/asr/Canary_Multitask_Speech_Model.ipynb).
 
-For a deeper glimpse to Canary family models, explore this comprehensive [NeMo tutorial on multitask speech models](https://github.com/NVIDIA/NeMo/blob/main/tutorials/asr/Canary_Multitask_Speech_Model.ipynb).
 
-We will soon release a comprehensive **Canary-1b-v2 technical report** detailing the model architecture, training methodology, datasets, and evaluation results.
 
 
 ### Automatic Speech Recognition (ASR)