Add custom taxonomy to media uploads

Would it be possible to add a custom taxonomy to the media uploads? Basically so when you upload a piece of content there is a dropdown to choose which taxonomy it should be part of. So if I had 4 different taxonomy genres available they would be selectable upon content upload. This way I can create taxonomy archives that aggregate all uploads with a specific taxonomy.

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