named features

These features are pre-defined and can be referred to by name in the feature_list of YAML files for extract.

feature group Tachibana:

  • mean_spectrum
  • mean_delta_spectrum : 5-order delta of spectrum
  • mean_cepstrum
  • mean_delta_cepstrum : 5-order delta of cepstrum
  • dur : duration
  • mA : additional subset of features listed below
  • SpecCentroid
  • SpecSpread
  • SpecSkewness
  • SpecKurtosis
  • SpecFlatness
  • SpecSlope
  • Pitch
  • PitchGoodness
  • Amp

References

[1]Tachibana, Ryosuke O., Naoya Oosugi, and Kazuo Okanoya. “Semi-
automatic classification of birdsong elements using a linear support vector
machine.” PloS one 9.3 (2014): e92584.