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This repository has been archived by the owner on Sep 25, 2024. It is now read-only.

dynamics-ai-msu/leafy-spurge-pop-detection

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leafy-spurge-pop-detection

  • autoencoderTesting.m : Calculating the feature matrix for the wavelet scattering on the testing data and test trained autoencoder on it.
  • autoencoderTraining.m : Train autoencoder on wavelet scattering feature matrix from input audio (either pop audio or other wind audio).
  • generateExampleFigures.m : Creates variety of figures for presentations
  • manuallyLabelPops.m : Allows user to input audio file and manually label the pops over small interval times with the time domain and spectrogram showing.
  • segmentAudio.m : Function for splitting audio with overlap, essentially just the buffer function with a simpler interface.
  • sparseAutoencoder*.mat : Trained autoencoder

the audio folder contains audio and labels. the figures folder contains figures for presentations and such.

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