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
- An Introduction to Weighted Automata in Machine Learning, Awni Hannun, 2021.
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.
A short article in which I discuss some expected trends in speech
research and applications over the coming decade.
- The Label Bias Problem, Awni Hannun, Technical Report, 2019.
A short introduction to the label bias problem encountered in sequence