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feature New Periodicity Score #4

@AntonBeasis

Description

@AntonBeasis
  • New metric in addition to confidence

  • Describes how periodic the signal is and how well the dominant frequency describes the periodic signal

  • More reliable predictions

  • Implement new approaches to analyse signal and spectrum to gauge periodicity
    Already implemented: Spectral Flatness, RPDE, Peak Sharpness, Correlation for parts of the signal

  • Implement basic classifier based on RPDE and SF, PS

  • Plotting for cepstrum

  • Interpreting cepstrum for New Periodicity Score -> cancelled, found out that it is not helpful in this issue, could be used for peak identification however

  • Code refactoring to fit in project structure

  • Parallelize these approaches where possible

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