Update README.md

wonderwrj · Apr 28, 2021 · 1a9f0c5 · 1a9f0c5
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 ![tests badge](https://github.com/facebookresearch/demucs/workflows/tests/badge.svg)
 ![linter badge](https://github.com/facebookresearch/demucs/workflows/linter/badge.svg)
 
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+**Demucs was just updated!**: much better SDR, smaller models, more data augmentation and PyPI support.
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 **For the initial version of Demucs:** [Go this commit][original_demucs].
 If you are experiencing issues and want the old Demucs back, please fill an issue, and then you can get back to the v1 with
 `git checkout v1`.