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IOWA Sound Samples Preparation for Instrument ID
I'm wondering has anybody automatically separated the notes in the IOWA
music samples? In the area of automatic musical instrument identification
(AMII), these samples have been used as the testing and/or training corpus
in many approaches, but I've yet to find literature which details how the
individual notes have been separated.
For the purposes of my own research in musical instrument identification,
manual note separation using a sound editor is feasible yet time
consuming. I've spent some time trying to automatically separate the
notes, using onset detection algorithms developed in house, but the
algorithms are imperfect. For the purposes of AMII, the onsets of notes
have been determined as important in the literature. So as not to
introduce imperfections into my system, I'm looking for the 'ideal'
solution, if it exists?
Without sounding averse to the manual task, are the individually separated
notes for the IOWA samples available publicly online anywhere? Maybe I'm
over complicating this issue, but if there is somebody out there who has
preprocessed the IOWA samples and/or has thought this task through, then
maybe they can assist?