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Chirplet sound analysis by heterodyning

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chirpletringmod

This is the Python implementation of chirplet sound analysis by heterodyning, as described in the following publication:

D. Stowell and M. D. Plumbley, Framewise heterodyne chirp analysis of birdsong. In: Proceedings of the European Signal Processing Conference (EUSIPCO 2012), August 2012. Research paper PDF

You can think of this as being like a spectrogram analysis, but augmented with an extra dimension, that of slope.

Specific files of note:

  • chirpletringmod.py -- the main file, the implementation of the method. Does not depend on other files in the project, but does require numpy.

  • knn_birdclassif.py -- birdsong classification by simple kNN applied to chirplet histograms, as described in the above research paper.