I conduct research on automatic transcription of polyphonic music. Currently, I use MAPS dataset.
In particular, I need monophonic recordings to be used as training data and polyphonic ones to be used during test. And I need the transcription of the test recordings so as to report how well the system performs.
Do you know any publicly available database that can be used for this purpose? It can involve solo instrument as well as many instruments.