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Adaptation Algorithms for Speech Recognition: An Overview

Aug 14, 2020
Peter Bell, Joachim Fainberg, Ondrej Klejch, Jinyu Li, Steve Renals, Pawel Swietojanski

* Submitted to IEEE Open Journal of Signal Processing. 30 pages, 27 figures 

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Speaker Adaptive Training using Model Agnostic Meta-Learning

Oct 23, 2019
Ondřej Klejch, Joachim Fainberg, Peter Bell, Steve Renals

* Accepted to IEEE ASRU 2019 

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Acoustic Model Adaptation from Raw Waveforms with SincNet

Sep 30, 2019
Joachim Fainberg, Ondřej Klejch, Erfan Loweimi, Peter Bell, Steve Renals

* Accepted to IEEE ASRU 2019 

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Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models

Jun 27, 2019
Ondrej Klejch, Joachim Fainberg, Peter Bell, Steve Renals


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Lattice-based lightly-supervised acoustic model training

May 30, 2019
Joachim Fainberg, Ondřej Klejch, Steve Renals, Peter Bell

* Submitted to INTERSPEECH 2019 

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Talking to myself: self-dialogues as data for conversational agents

Sep 19, 2018
Joachim Fainberg, Ben Krause, Mihai Dobre, Marco Damonte, Emmanuel Kahembwe, Daniel Duma, Bonnie Webber, Federico Fancellu

* 5 pages, 5 pages appendix, 2 figures 

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Learning to adapt: a meta-learning approach for speaker adaptation

Aug 30, 2018
Ondřej Klejch, Joachim Fainberg, Peter Bell

* Interspeech 2018 

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Edina: Building an Open Domain Socialbot with Self-dialogues

Sep 28, 2017
Ben Krause, Marco Damonte, Mihai Dobre, Daniel Duma, Joachim Fainberg, Federico Fancellu, Emmanuel Kahembwe, Jianpeng Cheng, Bonnie Webber

* 10 pages; submitted to the 1st Proceedings of the Alexa Prize 

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