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Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning

Dec 10, 2020
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas Maier, Vincent Christlein

* Link to the repository containing the code to reproduce the experiments. For further details, please read the README. Link: https://anonymous.4open.science/r/3b1bd8ac-bd3a-4df6-8671-56d4f9bdbd8d/ 

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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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Subtitles to Segmentation: Improving Low-Resource Speech-to-Text Translation Pipelines

Oct 19, 2020
David Wan, Zhengping Jiang, Chris Kedzie, Elsbeth Turcan, Peter Bell, Kathleen McKeown

* [email protected] 2020 68-73 

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Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors

Sep 08, 2020
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas Maier, Vincent Christlein

* To be Published in ECCV 2020 Workshops (VISART V) 

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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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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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Recognizing Characters in Art History Using Deep Learning

Apr 01, 2020
Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas Maier, Vincent Christlein

* In Proceedings of the 1st Workshop on Structuring and Understanding of Multimedia heritAge Contents, pp. 15-22 (2019, October) 

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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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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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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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Few-shot learning with attention-based sequence-to-sequence models

Nov 08, 2018
Bertrand Higy, Peter Bell

* Submitted to ICASSP 2019 

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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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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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The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition

May 14, 2017
Ahmed Ali, Peter Bell, James Glass, Yacine Messaoui, Hamdy Mubarak, Steve Renals, Yifan Zhang


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Automatic Dialect Detection in Arabic Broadcast Speech

Aug 11, 2016
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James Glass, Peter Bell, Steve Renals


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