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Re:Fundamental frequency estimation and supervised learning by horigome on Saturday December 19, 2015 @07:16AM (#10763376)
Unfortunately they only provide .zips for each instrument in Post-2012 category. You can download them at the bottom of each page f.x. http://theremin.music.uiowa.edu/MIS-Pitches-2012/MISEbClarin... There's no compressed file option for the Pre-2012.

It might be easier to make a scraper then downloading all of the files individually.

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