Serdyuk, Dmitriy

1. Deep Complex Networks
   2017/05/27 by Trabelsi, Chiheb, Bilaniuk, Olexa, Zhang, Ying +7 · 19 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
2. Attention-Based Models for Speech Recognition
   2015/06/24 by Chorowski, Jan, Bahdanau, Dzmitry, Serdyuk, Dmitriy +2 · 17 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
3. Accounting for Variance in Machine Learning Benchmarks
   2021/03/01 by Xavier Bouthillier, Bouthillier, Xavier, Pierre Delaunay +31 · 2 voices · 15 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
4. End-to-End Attention-based Large Vocabulary Speech Recognition
   2015/08/18 by Bahdanau, Dzmitry, Chorowski, Jan, Serdyuk, Dmitriy +2 · 3 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
5. Towards end-to-end spoken language understanding
   2018/02/23 by Serdyuk, Dmitriy, Wang, Yongqiang, Fuegen, Christian +3 · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Transformer-Based Video Front-Ends for Audio-Visual Speech Recognition for Single and Multi-Person Video
   2022/01/25 by Dmitriy Serdyuk, Otavio Braga, Serdyuk, Dmitriy +3 · 2 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
7. Theano: A Python framework for fast computation of mathematical expressions
   2016/05/09 by The Theano Development Team, Al-Rfou, Rami, Alain, Guillaume +110 · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Symbolic Computation (cs.SC)
8. Invariant Representations for Noisy Speech Recognition
   2016/11/27 by Serdyuk, Dmitriy, Audhkhasi, Kartik, Brakel, Philémon +3 · 1 citation
   #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD)
9. Unsupervised adversarial domain adaptation for acoustic scene classification
   2018/08/17 by Gharib, Shayan, Drossos, Konstantinos, Çakir, Emre +2 · 1 citation
   #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
10. Audio-Visual Speech Recognition is Worth 32×32×8 Voxels
    2021/09/20 by Dmitriy Serdyuk, Otavio Braga, Serdyuk, Dmitriy +3 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Speech and Audio Processing