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---
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license: apache-2.0
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---
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license: apache-2.0
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base_model:
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- microsoft/wavlm-large
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pipeline_tag: audio-to-audio
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datasets:
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- mythicinfinity/libritts
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---
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# FocalCodec
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A low-bitrate single-codebook 16 kHz speech codec based on [focal modulation](https://arxiv.org/abs/2203.11926).
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This repository contains the **50 Hz checkpoint** trained on **LibriTTS 960**, as described in the preprint.
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- 📜 **Preprint**: https://arxiv.org/abs/2502.04465
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- 🌐 **Project Page**: https://lucadellalib.github.io/focalcodec-web/
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- 💾 **GitHub**: https://github.com/lucadellalib/focalcodec
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<img src="focalcodec.png" width="700">
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---------------------------------------------------------------------------------------------------------
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## ▶️ Quickstart
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See the readme at: https://github.com/lucadellalib/focalcodec
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---------------------------------------------------------------------------------------------------------
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## @ Citing
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```
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@article{dellalibera2025focalcodec,
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title = {{FocalCodec}: Low-Bitrate Speech Coding via Focal Modulation Networks},
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author = {Luca {Della Libera} and Francesco Paissan and Cem Subakan and Mirco Ravanelli},
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journal = {arXiv preprint arXiv:2502.04465},
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year = {2025},
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}
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```
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---------------------------------------------------------------------------------------------------------
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## 📧 Contact
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[luca.dellalib@gmail.com](mailto:luca.dellalib@gmail.com)
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---------------------------------------------------------------------------------------------------------
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