2 papers
eess.AS2026
CTC-Seeded Token Edit Refinement for Non-Autoregressive Speech Recognition
Wanting Huang, Weiran Wang
Non-autoregressive automatic speech recognition (ASR) enables parallel decoding, but many refinement-based methods begin from random, fully masked, or fixed-length token sequences,…
eess.AS2026
Align-Consistency: Improving Non-autoregressive and Semi-supervised ASR with Consistency Regularization
Wanting Huang, Weiran Wang
Consistency regularization (CR) improves the robustness and accuracy of Connectionist Temporal Classification (CTC) by ensuring predictions remain stable across input perturbations…