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cs.CL2022
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation
Tomer Wullach, Shlomo E. Chazan
Automatic Speech Recognition (ASR) systems frequently use a search-based decoding strategy aiming to find the best attainable transcript by considering multiple candidates. One pro…
cs.CL2022
Enhancing Speech Recognition Decoding via Layer Aggregation
Tomer Wullach, Shlomo E. Chazan
Recently proposed speech recognition systems are designed to predict using representations generated by their top layers, employing greedy decoding which isolates each timestep fro…