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James Apfel

2 accepted papers

2020

Neural Oracle Search on N-BEST Hypotheses

ICASSP 2020accepted

In this paper, we propose a neural search algorithm to select the most likely hypothesis using a sequence of acoustic representations and multiple hypotheses as input. The algorithm provides a sequence level score for each audio-hypothesis pair that is obtained by integrating information from multip…

Cited by 0SourceScholar
2020

Rnn-Transducer with Stateless Prediction Network

ICASSP 2020accepted

The RNN-Transducer (RNNT) outperforms classic Automatic Speech Recognition (ASR) systems when a large amount of supervised training data is available. For low-resource languages, the RNNT models overfit, and can not directly take advantage of additional large text corpora as in classic ASR systems.W…

Cited by 0SourceScholar