Brian Kingsbury
Orcid: 0000-0002-1343-6837
According to our database1,
Brian Kingsbury
authored at least 153 papers
between 1992 and 2024.
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Bibliography
2024
Exploring the limits of decoder-only models trained on public speech recognition corpora.
CoRR, 2024
Joint Unsupervised and Supervised Training for Automatic Speech Recognition via Bilevel Optimization.
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
ConvKT: Conversation-Level Knowledge Transfer for Context Aware End-to-End Spoken Language Understanding.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Improving RNN Transducer Acoustic Models for English Conversational Speech Recognition.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Multi-Speaker Data Augmentation for Improved end-to-end Automatic Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2023
Fine-Grained Textual Knowledge Transfer to Improve RNN Transducers for Speech Recognition and Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2023
C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2023
2022
A Stochastic Linearized Augmented Lagrangian Method for Decentralized Bilevel Optimization.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Tokenwise Contrastive Pretraining for Finer Speech-to-BERT Alignment in End-to-End Speech-to-Intent Systems.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Towards Reducing the Need for Speech Training Data to Build Spoken Language Understanding Systems.
Proceedings of the IEEE International Conference on Acoustics, 2022
Towards End-to-End Integration of Dialog History for Improved Spoken Language Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
A New Data Augmentation Method for Intent Classification Enhancement and its Application on Spoken Conversation Datasets.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
IEEE ACM Trans. Audio Speech Lang. Process., 2021
Loss Landscape Dependent Self-Adjusting Learning Rates in Decentralized Stochastic Gradient Descent.
CoRR, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Improving Customization of Neural Transducers by Mitigating Acoustic Mismatch of Synthesized Audio.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
End-to-End Spoken Language Understanding Using Transformer Networks and Self-Supervised Pre-Trained Features.
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
CoRR, 2020
Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300.
CoRR, 2020
Single Headed Attention Based Sequence-to-Sequence Model for State-of-the-Art Results on Switchboard.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Transliteration Based Data Augmentation for Training Multilingual ASR Acoustic Models in Low Resource Settings.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
A Highly Efficient Distributed Deep Learning System for Automatic Speech Recognition.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Forget a Bit to Learn Better: Soft Forgetting for CTC-Based Automatic Speech Recognition.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2019
2018
Building Competitive Direct Acoustics-to-Word Models for English Conversational Speech Recognition.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
2017
IEEE Trans. Parallel Distributed Syst., 2017
IEEE J. Sel. Top. Signal Process., 2017
IEEE J. Sel. Top. Signal Process., 2017
Accelerating deep neural network learning for speech recognition on a cluster of GPUs.
Proceedings of the Machine Learning on HPC Environments, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Knowledge distillation across ensembles of multilingual models for low-resource languages.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Improved Neural Network Initialization by Grouping Context-Dependent Targets for Acoustic Modeling.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
A comparison between deep neural nets and kernel acoustic models for speech recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
2015
IEEE ACM Trans. Audio Speech Lang. Process., 2015
Neural Networks, 2015
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015
2014
Proceedings of the Natural Language Processing of Semitic Languages, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Recent improvements in neural network acoustic modeling for LVCSR in low resource languages.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Improving deep neural network acoustic modeling for audio corpus indexing under the IARPA babel program.
Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014
Improvements to filterbank and delta learning within a deep neural network framework.
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
2013
Optimization Techniques to Improve Training Speed of Deep Neural Networks for Large Speech Tasks.
IEEE Trans. Speech Audio Process., 2013
Improving training time of Hessian-free optimization for deep neural networks using preconditioning and sampling.
CoRR, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Mixtures of Bayesian joint factor analyzers for noise robust automatic speech recognition.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Low-rank matrix factorization for Deep Neural Network training with high-dimensional output targets.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
New types of deep neural network learning for speech recognition and related applications: an overview.
Proceedings of the IEEE International Conference on Acoustics, 2013
Developing speech recognition systems for corpus indexing under the IARPA Babel program.
Proceedings of the IEEE International Conference on Acoustics, 2013
An empirical study of confusion modeling in keyword search for low resource languages.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013
Accelerating Hessian-free optimization for Deep Neural Networks by implicit preconditioning and sampling.
Proceedings of the 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, 2013
2012
Proceedings of the Workshop: Will We Ever Really Replace the N-gram Model? On the Future of Language Modeling for HLT, 2012
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Making Deep Belief Networks effective for large vocabulary continuous speech recognition.
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011
2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Rapid and inexpensive development of speech action classifiers for natural language call routing systems.
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
2009
IEEE Trans. Speech Audio Process., 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Lattice-based optimization of sequence classification criteria for neural-network acoustic modeling.
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Proceedings of the IEEE International Conference on Acoustics, 2007
Discriminative Training of Decoding Graphs for Large Vocabulary Continuous Speech Recognition.
Proceedings of the IEEE International Conference on Acoustics, 2007
2006
Pseudo pitch synchronous analysis of speech with applications to speaker recognition.
IEEE Trans. Speech Audio Process., 2006
IEEE Trans. Speech Audio Process., 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005
2004
An evaluation of a nonlinear feature transformation for conversational speech recognition.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004
2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
Large vocabulary conversational speech recognition with a subspace constraint on inverse covariance matrices.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003
2002
IEEE Trans. Speech Audio Process., 2002
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Distributed speech recognition using noise-robust MFCC and traps-estimated manner features.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Large vocabulary conversational speech recognition with the extended maximum likelihood linear transformation (EMLLT) model.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002
Robust speech recognition in Noisy Environments: The 2001 IBM spine evaluation system.
Proceedings of the IEEE International Conference on Acoustics, 2002
2000
Recent improvements in speech recognition performance on large vocabulary conversational speech (voicemail and switchboard).
Proceedings of the Sixth International Conference on Spoken Language Processing, 2000
1998
Performance improvements through combining phone- and syllable-scale information in automatic speech recognition.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998
Incorporating information from syllable-length time scales into automatic speech recognition.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998
1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
Proceedings of the 1997 IEEE International Conference on Acoustics, 1997
1996
1995
SPERT-II: A Vector Microprocessor System and its Application to Large Problems in Backpropagation Training.
Proceedings of the Advances in Neural Information Processing Systems 8, 1995
1992
Proceedings of the Application Specific Array Processors, 1992