I think you need to disclaim if you are a lawyer or not because this seems to be a bit of a stretch for me.
I am clearly not a lawyer, but even if you are truly innocent, there are very good reasons to want a jury trial. If you have a good set of lawyers and you are innocent, in jury selection, it should be relatively easy to be able to find at least one of the twelve jurors that you will be able to sow reasonable doubt. That is all you need to get a hung jury at worst. I highly doubt there would be an appetite to retry the case if that happens. To me, it seems like a major risk to stake your freedom on one individual -- an individual judge may harbor unconscious biases to the defendant, and that can impact how they make a judgment. I want to be clear that I am not suggesting that a judge will willingly send an innocent man to prison, but every human being has biases (even one's they don't know exist), and I would not want to stake my freedom on any one individual. I would rather stake it on needing twelve to go against me, especially if I had a good set of lawyers that were able to get some individuals into the jury that would be receptive to reasonable doubt.