It seems that the DRV8825 has particular problems with driving stepper motors at low currents. Connecting the decay mode pin to +5V should have solved the problem, at the cost of possibly introducing audible subharmonics, so I wonder if you didn't get it quite right. See [cabristor.blogspot.co.uk] if you haven't already.
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