Albert Zeyer

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	All	Since 2015
Citations	713	713
h-index	12	12
i10-index	12	12

320

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240

2016201720182019202014 53 113 216 316

Co-authors

Hermann NeyRWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Ralf SchlüterHuman Language Technology and Pattern Recognition, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Kazuki IrieThe Swiss AI Lab - IDSIA, USI & SUPSIVerified email at idsia.ch
Patrick DoetschRWTH AachenVerified email at apptek.com
Eugen BeckRWTH AachenVerified email at i6.informatik.rwth-aachen.de
Parnia BaharPhD Student, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Paul VoigtlaenderRWTH AachenVerified email at vision.rwth-aachen.de
Ilia KulikovNew York UniversityVerified email at cs.nyu.edu
Pavel GolikVerified email at cs.rwth-aachen.de
André MerboldtRWTH Aachen UniversityVerified email at rwth-aachen.de
Tobias MenneHuman Language Technology and Pattern Recognition Group, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Wilfried MichelPhD Student, RWTH Aachen UniversityVerified email at cs.rwth-aachen.de
Christoph M. LüscherGraduate Student, Human Language Technology and Pattern Recognition Group, RWTH Aachen UniversityVerified email at hltpr.rwth-aachen.de
Reinhold Haeb-UmbachProfessor of Communications Engineering, University of PaderbornVerified email at nt.uni-paderborn.de
Jahn HeymannApplied Scientist @ AmazonVerified email at amazon.com
Tamer AlkhouliMachine Learning Scientist, AppTekVerified email at cs.rwth-aachen.de
Athanasios MouchtarisAssociate Professor of Computer Science, University of Crete, and FORTH-ICSVerified email at csd.uoc.gr
Lukas DrudeApplied Scientist @ AmazonVerified email at amazon.com
Anastasios AlexandridisFORTH-ICS, University of CreteVerified email at ics.forth.gr
Zoltán TüskeIBM Research AIVerified email at ibm.com

Albert Zeyer

Human Language Technology and Pattern Recognition Group, RWTH Aachen University

Verified email at cs.rwth-aachen.de - Homepage

Deep Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Improved Training of End-to-end Attention Models for Speech Recognition A Zeyer, K Irie, R Schlüter, H Ney Proc. Interspeech 2018, 7-11, 2018	169	2018
A comprehensive study of deep bidirectional LSTM RNNs for acoustic modeling in speech recognition A Zeyer, P Doetsch, P Voigtlaender, R Schlüter, H Ney 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017	117	2017
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention--w/o Data Augmentation C Lüscher, E Beck, K Irie, M Kitza, W Michel, A Zeyer, R Schlüter, H Ney arXiv preprint arXiv:1905.03072, 2019	96	2019
RETURNN: The RWTH extensible training framework for universal recurrent neural networks P Doetsch, A Zeyer, P Voigtlaender, I Kulikov, R Schlüter, H Ney 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017	57	2017
RETURNN as a generic flexible neural toolkit with application to translation and speech recognition A Zeyer, T Alkhouli, H Ney arXiv preprint arXiv:1805.05225, 2018	41	2018
Language modeling with deep Transformers K Irie, A Zeyer, R Schlüter, H Ney arXiv preprint arXiv:1905.04226, 2019	39	2019
Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models A Zeyer, R Schlüter, H Ney Interspeech, 3424-3428, 2016	34	2016
The RWTH/UPB/FORTH system combination for the 4th CHiME challenge evaluation T Menne, J Heymann, A Alexandridis, K Irie, A Zeyer, M Kitza, P Golik, ... CHiME-4 workshop, 2016	27	2016
A comparison of Transformer and LSTM encoder decoder models for ASR A Zeyer, P Bahar, K Irie, R Schlüter, H Ney IEEE Automatic Speech Recognition and Understanding Workshop, Sentosa, Singapore, 2019	24	2019
CTC in the Context of Generalized Full-Sum HMM Training A Zeyer, E Beck, R Schlüter, H Ney INTERSPEECH, 944-948, 2017	22	2017
Bidirectional decoder networks for attention-based end-to-end offline handwriting recognition P Doetsch, A Zeyer, H Ney 2016 15th International Conference on Frontiers in Handwriting Recognition …, 2016	19	2016
A comprehensive analysis on attention models A Zeyer, A Merboldt, R Schlüter, H Ney Proc. IRASL Workshop, NeurIPS, 2018	12	2018
On using specaugment for end-to-end speech translation P Bahar, A Zeyer, R Schlüter, H Ney arXiv preprint arXiv:1911.08876, 2019	9	2019
An Analysis of Local Monotonic Attention Variants. A Merboldt, A Zeyer, R Schlüter, H Ney INTERSPEECH, 1398-1402, 2019	8	2019
Neural speech translation at apptek E Matusov, P Wilken, P Bahar, J Schamper, P Golik, A Zeyer, ... Proceedings of the 15th International Workshop on Spoken Language …, 2018	8	2018
Generating synthetic audio data for attention-based speech recognition systems N Rossenbach, A Zeyer, R Schlüter, H Ney ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020	7	2020
Training language models for long-span cross-sentence evaluation K Irie, A Zeyer, R Schlüter, H Ney 2019 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2019	7	2019
On using 2d sequence-to-sequence models for speech recognition P Bahar, A Zeyer, R Schlüter, H Ney ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019	4	2019
Sequence modeling and alignment for LVCSR-systems E Beck, A Zeyer, P Doetsch, A Merboldt, R Schlüter, H Ney Speech Communication; 13th ITG-Symposium, 1-5, 2018	3	2018
Robust online multi-channel speech recognition M Kitza, A Zeyer, R Schlüter, J Heymann, R Haeb-Umbach Speech Communication; 12. ITG Symposium, 1-5, 2016	3	2016

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