/DL_Audio_Prediction

Primary LanguageJupyter Notebook

Description of Files

  • CNN best model.ipynb: Notebook with the final (best) model.
  • ADAM_CNN_TEST.ipynb: Notebook with testing the ADAM optimizer.
  • CNN_SGD.ipynb: Notebook with testing SGD optimizer.
  • CNN_grid_lr_wd.ipynb: Testing with different learning rate and weight decay.
  • DataAugmented.ipynb: Using the augmented data to train model.