I think ethically it would not be appropriate to download digital copies of music that you own in a different medium. In the same way that buying a VHS tape does not intitle me to DVD quality copies of a movie. I suppose you could argue that if you downloaded it a poor bitrate it would closer resemble your own copy.
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-Michael West