Writing

This page contains links to technical writing related to machine learning. I also keep a blog which I update infrequently. Visit my publications page for research articles.

• An Introduction to Weighted Automata in Machine Learning, Awni Hannun, 2021.
  web page, PDF
  A longer tutorial with accompanying Python notebooks introducing weighted finite-state automata and their applications in machine learning.
• The History of Speech Recognition to the Year 2030, Awni Hannun, 2021.
  arXiv, blog post, slides, source
  A short article in which I discuss some expected trends in speech research and applications over the coming decade.
• The Role of Evolution in Machine Intelligence, Awni Hannun, 2021.
  arXiv
  A position piece on the importance of evolutionary-inspired approaches to artificial intelligence.
• The Label Bias Problem, Awni Hannun, 2019.
  PDF, blog post, source
  A short introduction to the label bias problem encountered in sequence classification models.