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Yuya Akita

2 accepted papers

2016

Data selection from multiple ASR systems' hypotheses for unsupervised acoustic model training

ICASSP 2016accepted

This paper addresses unsupervised training of DNN acoustic model, by exploiting a large amount of unlabeled data with CRF-based classifiers. In the proposed scheme, we obtain ASR hypotheses by complementary GMM and DNN based ASR systems. Then, a set of dedicated classifiers are designed and trained…

Cited by 0SourceScholar
2015

Language model adaptation for academic lectures using character recognition result of presentation slides

ICASSP 2015accepted

For automatic speech recognition (ASR) of lectures, texts of presentation slides are expected to be useful for adapting a language model, while slide texts are not always available in a machine-readable form. In this paper, we propose a language model adaptation framework that uses character recogni…

Cited by 0SourceScholar