On the rise of Machine Learning through the lens of Music Source Separation

Douglas Adams famously quipped that we treat with skepticism any technology invented after our 35th birthday, but anything invented before is unremarkable. It happens that I joined University of Melbourne mere weeks after I turned 35. I am ashamed to say that up until that time (and for a little while after) I had been far too skeptical and dismissive towards machine learning research and…