This code performs automatic music transcription for multiple-instrument music (supporting Western orchestral instruments) using the temporally-constrained model of the below publication. The output is a non-binary piano-roll representation which if post-processed (e.g. thresholded) can be used to derive a MIDI-like representation of the transcription. The present demo includes 3 sets of piano templates computed from isolated note samples from the MAPS database.
If you use this code, please cite the following paper:
E. Benetos and T. Weyde, "An efficient temporally-constrained probabilistic model for multiple-instrument music transcription", in Proc. 16th International Society for Music Information Retrieval Conference, Oct. 2015.
- E. Benetos and T. Weyde, An efficient temporally-constrained probabilistic model for multiple-instrument music transcription. Malaga, Spain: ISMIR, 2015, pp. 701–707.
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Manager: Emmanouil Benetos, Tillman Weyde
Developer: Emmanouil Benetos, Tillman Weyde
Reporter: Emmanouil Benetos, Tillman Weyde