Data Processing Examples

Python code examples for processing chord data

Coming Soon!

I am working on examples as to illistrate how to process the generated data and use it in ML.

Planned Features

Preprocessing Examples

How to clean and prepare the chord data, including:

  • Normalizing features
  • Applying one-hot Encoding
  • Converting chord progressions to sequential data
  • Handling multiple chord attributes (inversions, voicings)
  • Creating position-aware encodings for sequence models
  • Feature augmentation/creation

Transformer Model Building

How to use processed data with transformer models:

  • Examples of how to use the data in a transformer with an intent (generating chord recommendations given a tune)