Improving End-to-end Speech Recognition with Pronunciation-assisted Sub-word Modeling

10 Nov 2018Hainan XuShuoyang DingShinji Watanabe

Most end-to-end speech recognition systems model text directly as a sequence of characters or sub-words. Current approaches to sub-word extraction only consider character sequence frequencies, which at times produce inferior sub-word segmentation that might lead to erroneous speech recognition output... (read more)

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