Music-Generation

An NLP project to generate novel music

Requirements

• tensorflow 2.4.0
• selenium to scrape?
• scipy to signal process if needed

Major TODOs

• Implement a data input pipeline (dataset needs to be found for this - leaning towards dataset from Mutopia. Might have to scrape the site for the download links)
• Implement 1D causal convolutions (PixelCNNs) and hence the entire wavenet model
• Experiment with model sizes and hyperparams

Future

• Vary architecture, search if others work better
• Extend to speech generation?