Musical Instrument Classification Using Individual Partials

  title={Musical Instrument Classification Using Individual Partials},
  author={Jayme G. A. Barbedo and George Tzanetakis},
  journal={IEEE Transactions on Audio, Speech, and Language Processing},
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
Highly Cited
This paper has 50 citations. REVIEW CITATIONS


Publications citing this paper.
Showing 1-10 of 32 extracted citations

Musical Source Clustering and Identification in Polyphonic Audio

IEEE/ACM Transactions on Audio, Speech, and Language Processing • 2014
View 4 Excerpts
Highly Influenced

Implementation of melody extraction algorithms from polyphonic audio for Music Information Retrieval

2016 IEEE International Conference on Advances in Electronics, Communication and Computer Technology (ICAECCT) • 2016
View 2 Excerpts

Music genre recognition using spectrograms with harmonic-percussive sound separation

2016 35th International Conference of the Chilean Computer Science Society (SCCC) • 2016
View 1 Excerpt

51 Citations

Citations per Year
Semantic Scholar estimates that this publication has 51 citations based on the available data.

See our FAQ for additional information.


Publications referenced by this paper.
Showing 1-10 of 46 references

Polyphonic musical instrument recognition based on a dynamic model of the spectral envelope

2009 IEEE International Conference on Acoustics, Speech and Signal Processing • 2009
View 1 Excerpt

A Study on Feature Analysis for Musical Instrument Classification

IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) • 2008
View 1 Excerpt

Discriminating Between Pitched Sources in Music Audio

IEEE Transactions on Audio, Speech, and Language Processing • 2008
View 2 Excerpts

Multitimbral Musical Instrument Classification

International Symposium on Computer Science and its Applications • 2008
View 1 Excerpt

Music Onset Detection Based on Resonator Time Frequency Image

IEEE Transactions on Audio, Speech, and Language Processing • 2008
View 1 Excerpt

Auditory Segmentation Based on Onset and Offset Analysis

IEEE Transactions on Audio, Speech, and Language Processing • 2007
View 1 Excerpt

Similar Papers

Loading similar papers…