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Merge branch 'release/2.0.1'
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README.md

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## What's new in `pyannote.audio` 2.0
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For version 2.0 of `pyannote.audio`, [I](https://herve.niderb.fr) decided to rewrite almost everything from scratch.
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For version 2.x of `pyannote.audio`, [I](https://herve.niderb.fr) decided to rewrite almost everything from scratch.
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Highlights of this release are:
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- :exploding_head: much better performance (see [Benchmark](#benchmark))
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# (see https://pytorch.org/get-started/previous-versions/#v1110)
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conda install pytorch==1.11.0 torchvision==0.12.0 torchaudio==0.11.0 -c pytorch
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pip install pyannote.audio==2.0
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pip install pyannote.audio
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```
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## Documentation

doc/source/changelog.rst

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Changelog
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#########
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Version 2.0 (2022-07-20)
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Version 2.0.1 (2022-07-20)
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~~~~~~~~~~~~~~~~~~~~~~~~
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- BREAKING: complete rewrite

doc/source/index.rst

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Installation
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============
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`pyannote.audio` only supports Python 3.7 (or later) on Linux and macOS. It might work on Windows but there is no garantee that it does, nor any plan to add official support for Windows.
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The instructions below assume that `pytorch` has been installed using the instructions from https://pytorch.org.
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::
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$ pip install pyannote.audio==1.1
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$ pip install pyannote.audio
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API documentation

version.txt

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0.0.1
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2.0.1

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