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


Feb 27, 2021
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


Feb 27, 2021
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


Feb 09, 2021
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


Nov 19, 2020
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


Nov 08, 2020
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


Nov 08, 2020
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


Oct 27, 2020
Chau Luu, Peter Bell, Steve Renals

* Submitted to ICASSP 2021 

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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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Word Error Rate Estimation Without ASR Output: e-WER2


Aug 08, 2020
Ahmed Ali, Steve Renals


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When Can Self-Attention Be Replaced by Feed Forward Layers?


May 28, 2020
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals


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European Language Grid: An Overview


Mar 30, 2020
Georg Rehm, Maria Berger, Ela Elsholz, Stefanie Hegele, Florian Kintzel, Katrin Marheinecke, Stelios Piperidis, Miltos Deligiannis, Dimitris Galanis, Katerina Gkirtzou, Penny Labropoulou, Kalina Bontcheva, David Jones, Ian Roberts, Jan Hajic, Jana Hamrlová, Lukáš Kačena, Khalid Choukri, Victoria Arranz, Andrejs Vasiļjevs, Orians Anvari, Andis Lagzdiņš, Jūlija Meļņika, Gerhard Backfried, Erinç Dikici, Miroslav Janosik, Katja Prinz, Christoph Prinz, Severin Stampler, Dorothea Thomas-Aniola, José Manuel Gómez Pérez, Andres Garcia Silva, Christian Berrío, Ulrich Germann, Steve Renals, Ondrej Klejch

* Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020). To appear 

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DropClass and DropAdapt: Dropping classes for deep speaker representation learning


Feb 02, 2020
Chau Luu, Peter Bell, Steve Renals

* Submitted to Speaker Odyssey 2020 

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Multi-scale Octave Convolutions for Robust Speech Recognition


Oct 31, 2019
Joanna Rownicka, Peter Bell, Steve Renals

* submitted to ICASSP2020 

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Channel adversarial training for speaker verification and diarization


Oct 25, 2019
Chau Luu, Peter Bell, Steve Renals

* Submitted to IEEE ICASSP 2020 

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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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Embeddings for DNN speaker adaptive training


Sep 30, 2019
Joanna Rownicka, Peter Bell, Steve Renals

* Accepted at ASRU 2019 

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Ultrasound tongue imaging for diarization and alignment of child speech therapy sessions


Aug 15, 2019
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals

* 5 pages, 3 figures, Accepted for publication at Interspeech 2019 

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Synchronising audio and ultrasound by learning cross-modal embeddings


Jul 01, 2019
Aciel Eshky, Manuel Sam Ribeiro, Korin Richmond, Steve Renals

* 5 pages, 1 figure, 4 tables; accepted to Interspeech 2019: the 20th Annual Conference of the International Speech Communication Association (ISCA) 

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Speaker-independent classification of phonetic segments from raw ultrasound in child speech


Jul 01, 2019
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals

* 5 pages, 4 figures, published in ICASSP2019 (IEEE International Conference on Acoustics, Speech and Signal Processing, 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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Dynamic Evaluation of Transformer Language Models


Apr 17, 2019
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals


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Analyzing deep CNN-based utterance embeddings for acoustic model adaptation


Nov 12, 2018
Joanna Rownicka, Peter Bell, Steve Renals

* accepted to SLT 2018 

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Dynamic Evaluation of Neural Sequence Models


Oct 25, 2017
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals


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Multiplicative LSTM for sequence modelling


Oct 12, 2017
Ben Krause, Liang Lu, Iain Murray, Steve Renals


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WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition


Sep 21, 2017
Ahmed Ali, Preslav Nakov, Peter Bell, Steve Renals

* ASRU-2017 

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Speech Recognition Challenge in the Wild: Arabic MGB-3


Sep 21, 2017
Ahmed Ali, Stephan Vogel, Steve Renals


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End-to-End Neural Segmental Models for Speech Recognition


Aug 15, 2017
Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals


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