adithyabsk/bird_audio

Explore audio files

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Pre-Processing

  • High-pass filtering

Processing / Extracting features

  • Check that librosa accepts mp3

  • Extract features based on the gender paper

  • Read about ts-fresh

  • time series --> static features

Modelling

  • Logistic regression
  • Loss (chart)
    • validation
    • train
    • Make sure to get the final values stored somewhere
  • Look into feature importance / PCA (nice have)