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If you attenuate (losing the least significant bits) and then gain, you create a full amplitude signal with fewer bits to get quantization artifacts. If you SampleAndHold the signal by the inverse of your desired sample rate, you can continuously control the sample rate to get aliasing.
Example bit crushing and downsampling Sounds