Update README.md

README.md

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----
-license: apache-2.0
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+---
+license: apache-2.0
+library_name: torch
+base_model:
+- microsoft/wavlm-large
+pipeline_tag: audio-to-audio
+---
+
+# ⚡ FocalCodec
+
+A low-bitrate single-codebook 16 / 24 kHz speech codec based on [focal modulation](https://arxiv.org/abs/2203.11926).
+
+This repository contains the **50 Hz causal checkpoint with a codebook size of 2048** trained on **Libri-Light**, as described in the preprint.
+
+- 📜 **Preprint**: https://arxiv.org/abs/2502.04465, https://arxiv.org/abs/1909.xxxxx
+
+- 🌐 **Project Page**: https://lucadellalib.github.io/focalcodec-web/
+
+- 💾 **GitHub**: https://github.com/lucadellalib/focalcodec
+
+<img src="focalcodec-stream.png" width="700">
+
+---------------------------------------------------------------------------------------------------------
+
+## ▶️ Quickstart
+
+See the readme at: https://github.com/lucadellalib/focalcodec
+
+---------------------------------------------------------------------------------------------------------
+
+## @ Citing
+
+```
+@article{dellalibera2025focalcodec,
+    title   = {{FocalCodec}: Low-Bitrate Speech Coding via Focal Modulation Networks},
+    author  = {Luca {Della Libera} and Francesco Paissan and Cem Subakan and Mirco Ravanelli},
+    journal = {arXiv preprint arXiv:2502.04465},
+    year    = {2025},
+}
+
+@article{dellalibera2025focalcodecstream,
+    title   = {{FocalCodec-Stream}: Streaming Low-Bitrate Speech Coding via Causal Distillation},
+    author  = {Luca {Della Libera} and Cem Subakan and Mirco Ravanelli},
+    journal = {arXiv preprint arXiv:1909.xxxxx},
+    year    = {2025},
+}
+```
+
+---------------------------------------------------------------------------------------------------------
+
+## 📧 Contact
+
+[[email protected]](mailto:[email protected])
+
+---------------------------------------------------------------------------------------------------------