lychrel / eeg-ddsp

transfer correlate characteristics between alcoholic and sober EEG signals w/ DDSP

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eeg-ddsp

transfer correlate characteristics between alcoholic and sober EEG signals w/ DDSP. Done for BME 512

Errata

  • DDSP provides notebooks for training an autoencoder and timbre transfer -- not included here.
  • Extremely janky preprocessing creates mostly-zero spectrogram
    • this neuters spectrogram loss since leaving signal unchanged is "mostly right"
      • could either fix preprocessing or attempt to "class-balance" the spectrogram loss
  • Modules used were fairly limited and EEG-nonspecific

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transfer correlate characteristics between alcoholic and sober EEG signals w/ DDSP


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