/EEG2Audio

This is my thesis project

Primary LanguagePython

EEG2Audio

This project is in feasibility study... I'm not even think that it will be fully working

####Possible issues

  • Where do we need to place the electrode?
    • Currently place around the temporal frontal lobe...
      • Reference?

####Project details

  • This project will be using the conditional GANs since we need to input the EEG signal to generate the spectrogram of audio
    • We may use the WGAN to improve the tranning stability
    • The discriminator and generator model will use the same arch from EEG2Image paper.
      • Then we tweaks the model later.

Todo

  • [-] Finish the GAN code (follow the ThoughtViz first)
    • Input : EEG Signal
    • Output : An 'A' Image
    • Discriminator : Discriminate between not 'A' and 'A'
    • [-] BONUS : Implement CycleGAN