2026
Sequence-Level Unsupervised Training in Speech Recognition: A Theoretical Study
ICASSP 2026poster
Unsupervised speech recognition is a task of training a speech recognition model with unpaired data. To determine when and how unsupervised speech recognition can succeed, and how classification error relates to candidate training objectives, we develop a theoretical framework for unsupervised speec…