I am an activity leader and senior researcher within the Machine Learning Research Group at Data61 in CSIRO, which subsumed my previous employer, NICTA. I also serve as an Adjunct Professor at the Australian National University where I have convened a machine learning course and continue to supervise postgraduate research students.
PhD in Machine Learning, 2007
Max Planck Institute / University of Queensland
BE (elec) hons. 1, 2001
University of Queensland
Complete list on Google Scholar
In the audio playlist linked below, we take a piece by Mozart and 1) Fix the melody line (the first track). 2) Fix the rhythmic (or timing) information of the remaining three tracks to that of the original midi file (last track). 3) Select the pitches of the remaining tracks conditional on the above (second and third tracks); one example uses conditional sampling with our particle filter, the other using conditional probability maximisation with a beam search, giving two different styles.