As a blog must start somewhere, I decided to revisit papers from ISMIR 2010 in search of recent work on large-scale MIR. My search is not exhaustive, my first criteria are a paper's title and its abstract. My definition of large-scale is also ill-defined, all I know is that using GZTAN or CAL-500 is not large enough. But here are some of my findings, somewhat organized.