Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition

Yoonhyung Lee
Yoonhyung Lee

arXiv: Computation and Language, 2019.

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Other Links: dblp.uni-trier.de|academic.microsoft.com|arxiv.org

Abstract:

In automatic speech recognition, many studies have shown performance improvements using language models (LMs). Recent studies have tried to use bidirectional LMs (biLMs) instead of conventional unidirectional LMs (uniLMs) for rescoring the $N$-best list decoded from the acoustic model. In spite of their theoretical benefits, the biLMs h...More

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