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The GStreamer community does not provide binaries for GNU/Linux platforms as it will always be available through package managers on all distribution. It is also always installed by default on desktop environments, you will just need to make sure you have the development packages installed (refer to your distribution documentation for more information). If you really want to run upstream style binaries on Linux, you can always follow the instructions to build from source using cerbero.
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