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.