I think the point here is that we don't see this kind of research because nobody invest in these super fast and expensive workstations that could mimic the future hardware.

I don't think speech recognition algorithms are patented. At least not the Google ones, since AFAIK they use neural networks. You could train your algorithm centrally and then ship all the neurons, weights and biases of to the individual device and keep the training data secret.