On the Inductive Bias of Word-Character-Level Multi-Task Learning for Speech Recognition

Jan Kremer, Lasse Borgholt, Lars Maaløe

End-to-end automatic speech recognition (ASR) commonly transcribes audio signals into sequences of characters while its performance is evaluated by measuring the word-error rate (W…