Automatic Transcription of Melody, Bass Line, and Chords in Polyphonic Music

@article{Ryynnen2008AutomaticTO,
  title={Automatic Transcription of Melody, Bass Line, and Chords in Polyphonic Music},
  author={M. Ryyn{\"a}nen and Anssi Klapuri},
  journal={Computer Music Journal},
  year={2008},
  volume={32},
  pages={72-86}
}
This article proposes a method for the automatic transcription of the melody, bass line, and chords in polyphonic pop music. The method uses a frame-wise pitch-salience estimator as a feature extraction front-end. For the melody and bass-line transcription, this is followed by acoustic modeling of note events and musicological modeling of note transitions. The acoustic models include a model for the target notes (i.e., melody or bass notes) and a background model. The musicological model… Expand
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