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Simon Wiesler
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Rasr-the rwth aachen university open source speech recognition toolkit
D Rybach, S Hahn, P Lehnen, D Nolden, M Sundermeyer, Z Tüske, ...
Proc. ieee automatic speech recognition and understanding workshop, 2011
1082011
A convergence analysis of log-linear training
S Wiesler, H Ney
Advances in Neural Information Processing Systems 24, 2011
922011
Mean-normalized stochastic gradient for large-scale deep learning
S Wiesler, A Richard, R Schlüter, H Ney
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
832014
Discriminative training for automatic speech recognition: Modeling, criteria, optimization, implementation, and performance
G Heigold, H Ney, R Schluter, S Wiesler
IEEE Signal Processing Magazine 29 (6), 58-69, 2012
642012
RASR/NN: The RWTH neural network toolkit for speech recognition
S Wiesler, A Richard, P Golik, R Schlüter, H Ney
2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014
612014
The RWTH 2010 Quaero ASR evaluation system for English, French, and German
M Sundermeyer, M Nussbaum-Thom, S Wiesler, C Plahl, AED Mousa, ...
Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International …, 2011
582011
Sequence-discriminative training of recurrent neural networks
P Voigtlaender, P Doetsch, S Wiesler, R Schlüter, H Ney
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
442015
Investigations on Hessian-free optimization for cross-entropy training of deep neural networks
S Wiesler, J Li, J Xue
INTERSPEECH, 3317-3321, 2013
362013
Spoken language translation using automatically transcribed text in training
S Peitz, S Wiesler, M Nußbaum-Thom, H Ney
IWSLT, 276-283, 2012
302012
The RWTH 2009 Quaero ASR evaluation system for English and German
M Nußbaum-Thom, S Wiesler, M Sundermeyer, C Plahl, S Hahn, ...
INTERSPEECH, 1517-1520, 2010
272010
Investigations on features for log-linear acoustic models in continuous speech recognition
S Wiesler, M Nußbaum-Thom, G Heigold, R Schlüter, H Ney
2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 52-57, 2009
232009
Discriminative HMMs, log-linear models, and CRFs: What is the difference?
G Heigold, S Wiesler, M Nussbaum-Thom, P Lehnen, R Schluter, H Ney
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International …, 2010
182010
Compacting neural network classifiers via dropout training
Y Kubo, G Tucker, S Wiesler
arXiv preprint arXiv:1611.06148, 2016
172016
Investigations on sequence training of neural networks
S Wiesler, P Golik, R Schlüter, H Ney
2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015
172015
A convergence analysis of log-linear training and its application to speech recognition
S Wiesler, R Schlüter, H Ney
2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 1-6, 2011
132011
A critical evaluation of stochastic algorithms for convex optimization
S Wiesler, A Richard, R Schlüter, H Ney
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
112013
A discriminative splitting criterion for phonetic decision trees
S Wiesler, G Heigold, M Nußbaum-Thom, R Schlüter, H Ney
INTERSPEECH, 54-57, 2010
112010
Improving RNN-T ASR accuracy using context audio
A Schwarz, I Sklyar, S Wiesler
arXiv preprint arXiv:2011.10538, 2020
102020
Subword regularization: An analysis of scalability and generalization for end-to-end automatic speech recognition
E Lakomkin, J Heymann, I Sklyar, S Wiesler
arXiv preprint arXiv:2008.04034, 2020
102020
Lexicon models for hierarchical phrase-based machine translation
M Huck, S Mansour, S Wiesler, H Ney
IWSLT, 191-198, 2011
102011
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