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Alex Graves (now at DeepMind) put a similar demo on his University of Toronto page a long time back: https://www.cs.toronto.edu/~graves/handwriting.html

Yeah. Alex is so under-appreciated in the early-modern history of AI. This definitely works better than that did though.