Awni Hannun


Learning with Less Labelled Data

This line of research aims to train accurate machine learning models with less labelled data, particularly data which requires resource intensive annotation.

Selected Publications
  • Semi-supervised speech recognition via local prior matching, Wei-Ning Hsu, Ann Lee, Gabriel Synnaeve, Awni Hannun. SLT 2021. (paper)
  • Iterative Pseudo-Labeling for Speech Recognition, Qiantong Xu, Tatiana Likhomanenko, Jacob Kahn, Awni Hannun, Gabriel Synnaeve, Ronan Collobert. Interspeech 2020. (paper)
  • Self-Training for End-to-End Speech Recognition, Jacob Kahn, Ann Lee, Awni Hannun. ICASSP 2020. (paper)