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Researcher profile

Jonathan Le Roux

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Semi-Supervised Speech Recognition Via Graph-Based Temporal Classification

    2021

    Semi-supervised learning has demonstrated promising results in automatic speech recognition (ASR) by self-training using a seed ASR model with pseudo-labels generated for unlabeled data. The effectiveness of this approach largely relies on the pseudo-label accuracy, …

  2. Cycle-consistency Training for End-to-end Speech Recognition

    2019

    This paper presents a method to train end-to-end automatic speech recognition (ASR) models using unpaired data. Although the end-to-end approach can eliminate the need for expert knowledge such as pronunciation dictionaries to build ASR systems, …