Attention-Based Models for Speech Recognition

Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, +2

arXiv (Cornell University)

EngineeringMachine LearningNeurolinguisticsAttention-based ModelsSpoken Language Processing +18

Attention-Based Models for Speech Recognition

Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, +2

EngineeringMachine LearningNeurolinguisticsAttention-based ModelsSpoken Language Processing +18

Deep Complex Networks

Chiheb Trabelsi, Olexa Bilaniuk, Ying Zhang, +7

PolyPublie (École Polytechnique de Montréal)

Convolutional Neural NetworkEngineeringMachine LearningAi FoundationRecurrent Neural Network +14

Blocks and Fuel: Frameworks for deep learning

Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, +4

arXiv (Cornell University)

End-to-end attention-based large vocabulary speech recognition

Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, +2

EngineeringMachine LearningSpoken Language ProcessingRecurrent Neural NetworkSpeech Recognition +15

Invariant Representations for Noisy Speech Recognition

Dmitriy Serdyuk, Kartik Audhkhasi, Philémon Brakel, +3

arXiv (Cornell University)

EngineeringMachine LearningAutoencodersImage Domain AdaptationSeparate Neural Network +17

Adversarial Unsupervised Domain Adaptation For Acoustic Scene Classification

Shayan Gharib, Konstantinos Drossos, Dmitriy Serdyuk, +1

arXiv (Cornell University)

Twin Networks: Matching the Future for Sequence Generation

Dmitriy Serdyuk, Nan Rosemary Ke, Alessandro Sordoni, +3

PolyPublie (École Polytechnique de Montréal)

Generative RnnsMachine LearningEngineeringSequence DesignRecurrent Neural Network +14

Accounting for Variance in Machine Learning Benchmarks

Xavier Bouthillier, Pierre Delaunay, Mirko Bronzi, +13

arXiv (Cornell University)

Artificial IntelligenceEngineeringMachine LearningModel TuningHyperparameter Estimation +15

Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Muti-Person Video

Dmitriy Serdyuk, Otavio Braga, Olivier Siohan

Interspeech 2022

Transformer-based Video Front-endsImage AnalysisEngineeringHealth SciencesPattern Recognition +13