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Adaptation Algorithms for Speech Recognition: An Overview



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



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



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



Ondrej Klejch , Joachim Fainberg , Peter Bell , Steve Renals


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Lattice-based lightly-supervised acoustic model training



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



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



Ondřej Klejch , Joachim Fainberg , Peter Bell

* Interspeech 2018 

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Edina: Building an Open Domain Socialbot with Self-dialogues



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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