Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals

@article{Durrieu2010SourceFilterMF,
  title={Source/Filter Model for Unsupervised Main Melody Extraction From Polyphonic Audio Signals},
  author={Jean-Louis Durrieu and G. Richard and B. David and C. F{\'e}votte},
  journal={IEEE Transactions on Audio, Speech, and Language Processing},
  year={2010},
  volume={18},
  pages={564-575}
}
Extracting the main melody from a polyphonic music recording seems natural even to untrained human listeners. To a certain extent it is related to the concept of source separation, with the human ability of focusing on a specific source in order to extract relevant information. In this paper, we propose a new approach for the estimation and extraction of the main melody (and in particular the leading vocal part) from polyphonic audio signals. To that aim, we propose a new signal model where the… Expand
173 Citations
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References

SHOWING 1-10 OF 29 REFERENCES
Singer melody extraction in polyphonic signals using source separation methods
  • 58
  • PDF
An iterative approach to monaural musical mixture de-soloing
  • 47
  • PDF
EXTRACTION OF THE MELODY PITCH CONTOUR FROM POLYPHONIC AUDIO
  • 24
  • PDF
Adaptation of Bayesian Models for Single-Channel Source Separation and its Application to Voice/Music Separation in Popular Songs
  • 173
  • PDF
A robust predominant-F0 estimation method for real-time detection of melody and bass lines in CD recordings
  • M. Goto
  • Computer Science
  • 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings (Cat. No.00CH37100)
  • 2000
  • 93
  • PDF
Accompaniment separation and karaoke application based on automatic melody transcription
  • 47
  • PDF
Tracking melody in polyphonic audio. MIREX 2008
  • 17
A Classification Approach to Melody Transcription
  • 59
  • PDF
Transcription of the Singing Melody in Polyphonic Music
  • 75
  • PDF
...
1
2
3
...