Examples

This section shows a workflow from preparing data to evaluating model. Also, we will provide

• train/validation data

• pre-trained models

to start from every steps.

• Preparation
  • Initialize Sampler for train
  • Sample audio and make train data
  • Save train data
  • Show one of the training data
  • Validation data
• Training
  • Building and compiling a model
  • Training a model
• Separation
  • Loading audio
  • Loading model from file and predict
  • Reconstruction from mask prediction
  • Reconstruction from embedding prediction