Simon Wiesler

According to our database, Simon Wiesler authored at least 34 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition.

Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler

CoRR, 2023

Slot-Triggered Contextual Biasing For Personalized Speech Recognition Using Neural Transducers.

Sibo Tong, Philip Harding, Simon Wiesler

Proceedings of the IEEE International Conference on Acoustics, 2023

Hierarchical Attention-Based Contextual Biasing For Personalized Speech Recognition Using Neural Transducers.

Sibo Tong, Philip Harding, Simon Wiesler

Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

2022

Contextual-Utterance Training for Automatic Speech Recognition.

Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler

CoRR, 2022

2021

Improving RNN-T ASR Accuracy Using Context Audio.

Andreas Schwarz, Ilya Sklyar, Simon Wiesler

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Improving RNN-T ASR Accuracy Using Untranscribed Context Audio.

Andreas Schwarz, Ilya Sklyar, Simon Wiesler

CoRR, 2020

Improving Speech Recognition of Compound-Rich Languages.

Prabhat Pandey, Volker Leutnant, Simon Wiesler, Jahn Heymann, Daniel Willett

Proceedings of the Interspeech 2020, 2020

Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition.

Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler

Proceedings of the Interspeech 2020, 2020

2017

Optimization of discriminative models for speech and handwriting recognition.

Simon Wiesler

PhD thesis, 2017

2016

Compacting Neural Network Classifiers via Dropout Training.

Yotaro Kubo, George Tucker, Simon Wiesler

CoRR, 2016

2015

Investigations on sequence training of neural networks.

Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Sequence-discriminative training of recurrent neural networks.

Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models.

Muhammad Ali Tahir, Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Mean-normalized stochastic gradient for large-scale deep learning.

Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2014

RASR/NN: The RWTH neural network toolkit for speech recognition.

Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2014

The RWTH English lecture recognition system.

Simon Wiesler, Kazuki Irie, Zoltán Tüske, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

The RWTH Aachen German and English LVCSR systems for IWSLT-2013.

M. Ali Basha Shaik, Zoltán Tüske, Simon Wiesler, Markus Nußbaum-Thom, Stephan Peitz, Ralf Schlüter, Hermann Ney

Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

Investigations on hessian-free optimization for cross-entropy training of deep neural networks.

Simon Wiesler, Jinyu Li, Jian Xue

Proceedings of the INTERSPEECH 2013, 2013

Improving LVCSR with hidden conditional random fields for grapheme-to-phoneme conversion.

Stefan Hahn, Patrick Lehnen, Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2013, 2013

A critical evaluation of stochastic algorithms for convex optimization.

Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2013

2012

Discriminative Training for Automatic Speech Recognition: Modeling, Criteria, Optimization, Implementation, and Performance.

Georg Heigold, Hermann Ney, Ralf Schlüter, Simon Wiesler

IEEE Signal Process. Mag., 2012

Spoken language translation using automatically transcribed text in training.

Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Accelerated Batch Learning of Convex Log-linear Models for LVCSR.

Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2012, 2012

Basis vector orthogonalization for an improved kernel gradient matching pursuit method.

Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

A Convergence Analysis of Log-Linear Training.

Simon Wiesler, Hermann Ney

Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Lexicon models for hierarchical phrase-based machine translation.

Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Feature selection for log-linear acoustic models.

Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2011

The RWTH 2010 Quaero ASR evaluation system for English, French, and German.

Martin Sundermeyer, Markus Nußbaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2011

Subspace pursuit method for kernel-log-linear models.

Yotaro Kubo, Simon Wiesler, Ralf Schlüter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi

Proceedings of the IEEE International Conference on Acoustics, 2011

A convergence analysis of log-linear training and its application to speech recognition.

Simon Wiesler, Ralf Schlüter, Hermann Ney

Proceedings of the 2011 IEEE Workshop on Automatic Speech Recognition & Understanding, 2011

2010

A discriminative splitting criterion for phonetic decision trees.

Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2010, 2010

The RWTH 2009 quaero ASR evaluation system for English and German.

Markus Nußbaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlüter, Hermann Ney

Proceedings of the INTERSPEECH 2010, 2010

Discriminative HMMS, log-linear models, and CRFS: What is the difference?

Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Investigations on features for log-linear acoustic models in continuous speech recognition.

Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009