Task List 06/05/2019

[cseale]

• [ ] Fix model saving to use recommended approach (see synthesis notebook)
  • [x] Use white noise instead of babble noise
  • [ ] Continue Building Metrics
  • [ ] Train model with full dataset using SageMaker/S3
  • [ ] Refine current architectures using the denoising experiments paper

[cseale]

Subtasks for S3 work:

• [ ] Create larger notebook instance
• [ ] Upload subset of training data to s3
• [ ] Update preprocessing script to only process this subset
• [ ] Store processed data on s3
• [ ] Run training against full dataset
• [ ] Fix permissions such that everyone can access and push to s3