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Towards Robust Waveform-Based Acoustic Models



Dino Oglic , Zoran Cvetkovic , Peter Sollich , Steve Renals , Bin Yu


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Automatic audiovisual synchronisation for ultrasound tongue imaging



Aciel Eshky , Joanne Cleland , Manuel Sam Ribeiro , Eleanor Sugden , Korin Richmond , Steve Renals

* 18 pages, 10 figures. Manuscript accepted at Speech Communication 

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Silent versus modal multi-speaker speech recognition from ultrasound and video



Manuel Sam Ribeiro , Aciel Eshky , Korin Richmond , Steve Renals

* 5 pages, 5 figures, Submitted to Interspeech 2021 

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Exploiting ultrasound tongue imaging for the automatic detection of speech articulation errors



Manuel Sam Ribeiro , Joanne Cleland , Aciel Eshky , Korin Richmond , Steve Renals

* Speech Communication, Volume 128, April 2021, Pages 24-34 
* 15 pages, 9 figures, 6 tables 

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Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers



Shucong Zhang , Cong-Thanh Do , Rama Doddipatla , Erfan Loweimi , Peter Bell , Steve Renals

* Accepted by ICASSP 2021 

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TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos



Manuel Sam Ribeiro , Jennifer Sanger , Jing-Xuan Zhang , Aciel Eshky , Alan Wrench , Korin Richmond , Steve Renals

* 8 pages, 4 figures, Accepted to SLT2021, IEEE Spoken Language Technology Workshop 

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On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers



Shucong Zhang , Erfan Loweimi , Peter Bell , Steve Renals

* arXiv admin note: substantial text overlap with arXiv:2005.13895 

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Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers



Shucong Zhang , Erfan Loweimi , Peter Bell , Steve Renals


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Leveraging speaker attribute information using multi task learning for speaker verification and diarization



Chau Luu , Peter Bell , Steve Renals

* Submitted to ICASSP 2021 

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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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