Musical Instrument Classification Using Individual Partials

@article{Barbedo2011MusicalIC,
  title={Musical Instrument Classification Using Individual Partials},
  author={Jayme G. A. Barbedo and George Tzanetakis},
  journal={IEEE Transactions on Audio, Speech, and Language Processing},
  year={2011},
  volume={19},
  pages={111-122}
}
In a musical signals, the spectral and temporal contents of instruments often overlap. If the number of channels is at least the same as the number of instruments, it is possible to apply statistical tools to highlight the characteristics of each instrument, making their identification possible. However, in the underdetermined case, in which there are fewer channels than sources, the task becomes challenging. One possible way to solve this problem is to seek for regions in the time and/or… CONTINUE READING
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