Generative model based polyphonic music transcription

@inproceedings{Cemgil2003GenerativeMB,
  title={Generative model based polyphonic music transcription},
  author={Ali Taylan Cemgil and Hilbert J. Kappen and David Barber},
  year={2003}
}
In this paper we present a model for simultaneous tempo and polyphonic pitch tracking. Our model, a form of Dynamical Bayesian Network [1], embodies a transparent and computationally tractable approach to this acoustic analysis problem. An advantage of our approach is that it places emphasis on modeling the sound generation procedure. It provides a clear framework in which both high level (cognitive) prior information on music structure can be coupled with low level (acoustic physical… CONTINUE READING

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