Steve Renals

ORCID

Publication Activity (10 Years)

Years Active: 1989-2024
Publications (10 Years): 125

Top Venues

Publications

Erfan Loweimi, Andrea Carmantini, Peter Bell, Steve Renals, Zoran Cvetkovic
Phonetic Error Analysis of Raw Waveform Acoustic Models with Parametric and Non-Parametric CNNs. CoRR (2024)
Erfan Loweimi, Zhengjun Yue, Peter Bell, Steve Renals, Zoran Cvetkovic
Multi-Stream Acoustic Modelling Using Raw Real and Imaginary Parts of the Fourier Transform. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Erfan Loweimi, Andrea Carmantini, Peter Bell, Steve Renals, Zoran Cvetkovic
Phonetic Error Analysis Beyond Phone Error Rate. IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Dino Oglic, Zoran Cvetkovic, Peter Sollich, Steve Renals, Bin Yu
Towards Robust Waveform-Based Acoustic Models. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Chau Luu, Steve Renals, Peter Bell
Investigating the contribution of speaker attributes to speaker separability using disentangled speaker representations. INTERSPEECH (2022)
Aciel Eshky, Joanne Cleland, Manuel Sam Ribeiro, Eleanor Sugden, Korin Richmond, Steve Renals
Automatic audiovisual synchronisation for ultrasound tongue imaging. Speech Commun. 132 (2021)
Manuel Sam Ribeiro, Joanne Cleland, Aciel Eshky, Korin Richmond, Steve Renals
Exploiting ultrasound tongue imaging for the automatic detection of speech articulation errors. Speech Commun. 128 (2021)
Andrea Carmantini, Steve Renals, Peter Bell
Leveraging Linguistic Knowledge for Accent Robustness of End-to-End Models. ASRU (2021)
Erfan Loweimi, Zoran Cvetkovic, Peter Bell, Steve Renals
Speech Acoustic Modelling Using Raw Source and Filter Components. Interspeech (2021)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
On The Usefulness of Self-Attention for Automatic Speech Recognition with Transformers. SLT (2021)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Transformer Based ASR Models. Interspeech (2021)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Silent versus modal multi-speaker speech recognition from ultrasound and video. CoRR (2021)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals
Train Your Classifier First: Cascade Neural Networks Training from Upper Layers to Lower Layers. ICASSP (2021)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Silent versus Modal Multi-Speaker Speech Recognition from Ultrasound and Video. Interspeech (2021)
Dino Oglic, Zoran Cvetkovic, Peter Sollich, Steve Renals, Bin Yu
Towards Robust Waveform-Based Acoustic Models. CoRR (2021)
Manuel Sam Ribeiro, Jennifer Sanger, Jing-Xuan Zhang, Aciel Eshky, Alan Wrench, Korin Richmond, Steve Renals
Tal: A Synchronised Multi-Speaker Corpus of Ultrasound Tongue Imaging, Audio, and Lip Videos. SLT (2021)
Erfan Loweimi, Zoran Cvetkovic, Peter Bell, Steve Renals
Speech Acoustic Modelling from Raw Phase Spectrum. ICASSP (2021)
Aciel Eshky, Joanne Cleland, Manuel Sam Ribeiro, Eleanor Sugden, Korin Richmond, Steve Renals
Automatic audiovisual synchronisation for ultrasound tongue imaging. CoRR (2021)
Chau Luu, Peter Bell, Steve Renals
Leveraging Speaker Attribute Information Using Multi Task Learning for Speaker Verification and Diarization. Interspeech (2021)
Manuel Sam Ribeiro, Joanne Cleland, Aciel Eshky, Korin Richmond, Steve Renals
Exploiting ultrasound tongue imaging for the automatic detection of speech articulation errors. CoRR (2021)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Erfan Loweimi, Peter Bell, Steve Renals
Train your classifier first: Cascade Neural Networks Training from upper layers to lower layers. CoRR (2021)
Georg Rehm, Stelios Piperidis, Kalina Bontcheva, Jan Hajic, Victoria Arranz, Andrejs Vasiljevs, Gerhard Backfried, José Manuél Gómez-Pérez, Ulrich Germann, Rémi Calizzano, Nils Feldhus, Stefanie Hegele, Florian Kintzel, Katrin Marheinecke, Julián Moreno Schneider, Dimitris Galanis, Penny Labropoulou, Miltos Deligiannis, Katerina Gkirtzou, Athanasia Kolovou, Dimitris Gkoumas, Leon Voukoutis, Ian Roberts, Jana Hamrlová, Dusan Varis, Lukás Kacena, Khalid Choukri, Valérie Mapelli, Mickaël Rigault, Julija Melnika, Miroslav Janosik, Katja Prinz, Andrés García-Silva, Cristian Berrio, Ondrej Klejch, Steve Renals
European Language Grid: A Joint Platform for the European Language Technology Community. EACL (System Demonstrations) (2021)
Manuel Sam Ribeiro, Jennifer Sanger, Jing-Xuan Zhang, Aciel Eshky, Alan Wrench, Korin Richmond, Steve Renals
TaL: a synchronised multi-speaker corpus of ultrasound tongue imaging, audio, and lip videos. CoRR (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Stochastic Attention Head Removal: A Simple and Effective Method for Improving Automatic Speech Recognition with Transformers. CoRR (2020)
Joanna Rownicka, Peter Bell, Steve Renals
Multi-Scale Octave Convolutions for Robust Speech Recognition. ICASSP (2020)
Erfan Loweimi, Peter Bell, Steve Renals
Raw Sign and Magnitude Spectra for Multi-Head Acoustic Modelling. INTERSPEECH (2020)
Neethu M. Joy, Dino Oglic, Zoran Cvetkovic, Peter Bell, Steve Renals
Deep Scattering Power Spectrum Features for Robust Speech Recognition. INTERSPEECH (2020)
Chau Luu, Peter Bell, Steve Renals
Channel Adversarial Training for Speaker Verification and Diarization. ICASSP (2020)
Peter Bell, Joachim Fainberg, Ondrej Klejch, Jinyu Li, Steve Renals, Pawel Swietojanski
Adaptation Algorithms for Speech Recognition: An Overview. CoRR (2020)
Alberto Abad, Peter Bell, Andrea Carmantini, Steve Renals
Cross Lingual Transfer Learning for Zero-Resource Domain Adaptation. ICASSP (2020)
Shucong Zhang, Cong-Thanh Do, Rama Doddipatla, Steve Renals
Learning Noise Invariant Features Through Transfer Learning For Robust End-to-End Speech Recognition. ICASSP (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
When Can Self-Attention Be Replaced by Feed Forward Layers? CoRR (2020)
Ahmed Ali, Steve Renals
Word Error Rate Estimation Without ASR Output: e-WER2. INTERSPEECH (2020)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
On the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers. CoRR (2020)
Dino Oglic, Zoran Cvetkovic, Peter Bell, Steve Renals
A Deep 2D Convolutional Network for Waveform-Based Speech Recognition. INTERSPEECH (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, Lukás Kacena, Khalid Choukri, Victoria Arranz, Andrejs Vasiljevs, Orians Anvari, Andis Lagzdins, Julija Melnika, Gerhard Backfried, Erinç Dikici, Miroslav Janosik, Katja Prinz, Christoph Prinz, Severin Stampler, Dorothea Thomas-Aniola, José Manuél Gómez-Pérez, Andrés García-Silva, Cristian Berrio, Ulrich Germann, Steve Renals, Ondrej Klejch
European Language Grid: An Overview. LREC (2020)
Chau Luu, Peter Bell, Steve Renals
Dropping Classes for Deep Speaker Representation Learning. Odyssey (2020)
Chau Luu, Peter Bell, Steve Renals
DropClass and DropAdapt: Dropping classes for deep speaker representation learning. CoRR (2020)
Erfan Loweimi, Peter Bell, Steve Renals
On the Robustness and Training Dynamics of Raw Waveform Models. INTERSPEECH (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, Lukás Kacena, Khalid Choukri, Victoria Arranz, Andrejs Vasiljevs, Orians Anvari, Andis Lagzdins, Julija Melnika, Gerhard Backfried, Erinç Dikici, Miroslav Janosik, Katja Prinz, Christoph Prinz, Severin Stampler, Dorothea Thomas-Aniola, José Manuél Gómez-Pérez, Andrés García-Silva, Cristian Berrio, Ulrich Germann, Steve Renals, Ondrej Klejch
European Language Grid: An Overview. CoRR (2020)
Chau Luu, Peter Bell, Steve Renals
Leveraging speaker attribute information using multi task learning for speaker verification and diarization. CoRR (2020)
Ahmed Ali, Steve Renals
Word Error Rate Estimation Without ASR Output: e-WER2. CoRR (2020)
Aciel Eshky, Manuel Sam Ribeiro, Korin Richmond, Steve Renals
Synchronising Audio and Ultrasound by Learning Cross-Modal Embeddings. INTERSPEECH (2019)
Ondrej Klejch, Joachim Fainberg, Peter Bell, Steve Renals
Speaker Adaptive Training Using Model Agnostic Meta-Learning. ASRU (2019)
Aciel Eshky, Manuel Sam Ribeiro, Korin Richmond, Steve Renals
Synchronising audio and ultrasound by learning cross-modal embeddings. CoRR (2019)
Andrea Carmantini, Peter Bell, Steve Renals
Untranscribed Web Audio for Low Resource Speech Recognition. INTERSPEECH (2019)
Joachim Fainberg, Ondrej Klejch, Erfan Loweimi, Peter Bell, Steve Renals
Acoustic Model Adaptation from Raw Waveforms with SincNet. CoRR (2019)
Chau Luu, Peter Bell, Steve Renals
Channel adversarial training for speaker verification and diarization. CoRR (2019)
Ondrej Klejch, Joachim Fainberg, Peter Bell, Steve Renals
Speaker Adaptive Training using Model Agnostic Meta-Learning. CoRR (2019)
Joanna Rownicka, Peter Bell, Steve Renals
Embeddings for DNN Speaker Adaptive Training. ASRU (2019)
Joanna Rownicka, Peter Bell, Steve Renals
Multi-scale Octave Convolutions for Robust Speech Recognition. CoRR (2019)
Erfan Loweimi, Peter Bell, Steve Renals
On Learning Interpretable CNNs with Parametric Modulated Kernel-Based Filters. INTERSPEECH (2019)
Ondrej Klejch, Joachim Fainberg, Peter Bell, Steve Renals
Lattice-Based Unsupervised Test-Time Adaptation of Neural Network Acoustic Models. CoRR (2019)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Speaker-independent classification of phonetic segments from raw ultrasound in child speech. CoRR (2019)
Shucong Zhang, Erfan Loweimi, Peter Bell, Steve Renals
Windowed Attention Mechanisms for Speech Recognition. ICASSP (2019)
Joachim Fainberg, Ondrej Klejch, Erfan Loweimi, Peter Bell, Steve Renals
Acoustic Model Adaptation from Raw Waveforms with Sincnet. ASRU (2019)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Speaker-independent Classification of Phonetic Segments from Raw Ultrasound in Child Speech. ICASSP (2019)
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals
Dynamic Evaluation of Transformer Language Models. CoRR (2019)
Erfan Loweimi, Peter Bell, Steve Renals
On the Usefulness of Statistical Normalisation of Bottleneck Features for Speech Recognition. ICASSP (2019)
Joachim Fainberg, Ondrej Klejch, Steve Renals, Peter Bell
Lattice-based lightly-supervised acoustic model training. CoRR (2019)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Ultrasound Tongue Imaging for Diarization and Alignment of Child Speech Therapy Sessions. INTERSPEECH (2019)
Shucong Zhang, Erfan Loweimi, Yumo Xu, Peter Bell, Steve Renals
Trainable Dynamic Subsampling for End-to-End Speech Recognition. INTERSPEECH (2019)
Joachim Fainberg, Ondrej Klejch, Steve Renals, Peter Bell
Lattice-Based Lightly-Supervised Acoustic Model Training. INTERSPEECH (2019)
Joanna Rownicka, Peter Bell, Steve Renals
Embeddings for DNN speaker adaptive training. CoRR (2019)
Manuel Sam Ribeiro, Aciel Eshky, Korin Richmond, Steve Renals
Ultrasound tongue imaging for diarization and alignment of child speech therapy sessions. CoRR (2019)
Ahmed Ali, Suwon Shon, Younes Samih, Hamdy Mubarak, Ahmed Abdelali, James R. Glass, Steve Renals, Khalid Choukri
The MGB-5 Challenge: Recognition and Dialect Identification of Dialectal Arabic Speech. ASRU (2019)
Joanna Rownicka, Peter Bell, Steve Renals
Analyzing Deep CNN-Based Utterance Embeddings for Acoustic Model Adaptation. SLT (2018)
Joanna Rownicka, Peter Bell, Steve Renals
Analyzing deep CNN-based utterance embeddings for acoustic model adaptation. CoRR (2018)
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals
Dynamic Evaluation of Neural Sequence Models. ICML (2018)
Ahmed Ali, Steve Renals
Word Error Rate Estimation for Speech Recognition: e-WER. ACL (2) (2018)
Ondrej Klejch, Peter Bell, Steve Renals
Sequence-to-sequence models for punctuated transcription combining lexical and acoustic features. ICASSP (2017)
Liang Lu, Michelle Guo, Steve Renals
Knowledge distillation for small-footprint highway networks. ICASSP (2017)
Liang Lu, Steve Renals
Small-Footprint Highway Deep Neural Networks for Speech Recognition. IEEE ACM Trans. Audio Speech Lang. Process. 25 (7) (2017)
Joanna Rownicka, Steve Renals, Peter Bell
Simplifying very deep convolutional neural network architectures for robust speech recognition. ASRU (2017)
Ahmed Ali, Preslav Nakov, Peter Bell, Steve Renals
WERD: Using social text spelling variants for evaluating dialectal speech recognition. ASRU (2017)
Ben Krause, Iain Murray, Steve Renals, Liang Lu
Multiplicative LSTM for sequence modelling. ICLR (Workshop) (2017)
Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Hervé Bourlard, João Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastião Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell
The SUMMA Platform Prototype. EACL (Software Demonstrations) (2017)
Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals
End-to-End Neural Segmental Models for Speech Recognition. IEEE J. Sel. Top. Signal Process. 11 (8) (2017)
Peter Bell, Pawel Swietojanski, Steve Renals
Multitask Learning of Context-Dependent Targets in Deep Neural Network Acoustic Models. IEEE ACM Trans. Audio Speech Lang. Process. 25 (2) (2017)
Ahmed Ali, Stephan Vogel, Steve Renals
Speech recognition challenge in the wild: Arabic MGB-3. ASRU (2017)
Ahmed M. Ali, Stephan Vogel, Steve Renals
Speech Recognition Challenge in the Wild: Arabic MGB-3. CoRR (2017)
Hao Tang, Liang Lu, Lingpeng Kong, Kevin Gimpel, Karen Livescu, Chris Dyer, Noah A. Smith, Steve Renals
End-to-End Neural Segmental Models for Speech Recognition. CoRR (2017)
Emiru Tsunoo, Ondrej Klejch, Peter Bell, Steve Renals
Hierarchical recurrent neural network for story segmentation using fusion of lexical and acoustic features. ASRU (2017)
Emiru Tsunoo, Peter Bell, Steve Renals
Hierarchical Recurrent Neural Network for Story Segmentation. INTERSPEECH (2017)
Ahmed M. Ali, Preslav Nakov, Peter Bell, Steve Renals
WERd: Using Social Text Spelling Variants for Evaluating Dialectal Speech Recognition. CoRR (2017)
Ben Krause, Emmanuel Kahembwe, Iain Murray, Steve Renals
Dynamic Evaluation of Neural Sequence Models. CoRR (2017)
Joachim Fainberg, Steve Renals, Peter Bell
Factorised Representations for Neural Network Adaptation to Diverse Acoustic Environments. INTERSPEECH (2017)
Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith, Steve Renals
Segmental Recurrent Neural Networks for End-to-end Speech Recognition. CoRR (2016)
Ahmed Ali, Peter Bell, James R. Glass, Yacine Messaoui, Hamdy Mubarak, Steve Renals, Yifan Zhang
The MGB-2 Challenge: Arabic Multi-Dialect Broadcast Media Recognition. CoRR (2016)
Liang Lu, Lingpeng Kong, Chris Dyer, Noah A. Smith, Steve Renals
Segmental Recurrent Neural Networks for End-to-End Speech Recognition. INTERSPEECH (2016)
Ondrej Klejch, Peter Bell, Steve Renals
Punctuated transcription of multi-genre broadcasts using acoustic and lexical approaches. SLT (2016)
Guntis Barzdins, Steve Renals, Didzis Gosko
Character-Level Neural Translation for Multilingual Media Monitoring in the SUMMA Project. CoRR (2016)
Pawel Swietojanski, Steve Renals
Differentiable Pooling for Unsupervised Acoustic Model Adaptation. CoRR (2016)
Ahmed Ali, Najim Dehak, Patrick Cardinal, Sameer Khurana, Sree Harsha Yella, James R. Glass, Peter Bell, Steve Renals
Automatic Dialect Detection in Arabic Broadcast Speech. INTERSPEECH (2016)
Sameer Khurana, Ahmed M. Ali, Steve Renals
Multi-view Dimensionality Reduction for Dialect Identification of Arabic Broadcast Speech. CoRR (2016)
Liang Lu, Steve Renals
Small-footprint Highway Deep Neural Networks for Speech Recognition. CoRR (2016)
Ahmed Ali, Peter Bell, James R. Glass, Yacine Messaoui, Hamdy Mubarak, Steve Renals, Yifan Zhang
The MGB-2 challenge: Arabic multi-dialect broadcast media recognition. SLT (2016)
Liang Lu, Steve Renals
Small-Footprint Deep Neural Networks with Highway Connections for Speech Recognition. INTERSPEECH (2016)
Pawel Swietojanski, Steve Renals
Differentiable Pooling for Unsupervised Acoustic Model Adaptation. IEEE ACM Trans. Audio Speech Lang. Process. 24 (10) (2016)
Siva Reddy Gangireddy, Pawel Swietojanski, Peter Bell, Steve Renals
Unsupervised Adaptation of Recurrent Neural Network Language Models. INTERSPEECH (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Steve Renals