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Learning to adapt

This repository contains code for our Interspeech 2018 and ASRU 2019 papers, in which we explored using meta-learning for speaker adaptation and speaker adaptive traininig of ASR models.

@inproceedings{klejch2018,
    title     = {Learning to adapt: a meta-learning approach for speaker adaptation},
    author    = {Klejch, Ondrej and Fainberg, Joachim and Bell, Peter},
    booktitle = {Interspeech},
    year      = {2018},
}

@inproceedings{klejch2019,
    title     = {Speaker Adaptive Training Using Model Agnostic Meta-Learning},
    author    = {Klejch, Ondrej and Fainberg, Joachim and Bell, Peter and Renals, Steve},
    booktitle = {ASRU},
    year      = {2019},
}

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Coordinate-wise meta-learner for speaker adaptation of ASR models.

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