But you probably don't need to bother with old recordings since there is SO MUCH music being produced via tracking software right now I feel like it should be possible to get a pretty big dataset - the difference being, of course, professional production that affects how all these things sound in the final mix.
Although... if you have enough songs with separated tracks, couldn't you just recombine tracks and adjust the settings to create a much, much broader base for training? Just a dozen songs could be shuffled around to give you a base of 10,000+ songs easily enough. That might lead to a somewhat brittle result but it would be a decent start.