| 2023 | ASRU | Hierarchical Attention-Based Contextual Biasing For Personalized Speech Recognition Using Neural Transducers. | Sibo Tong, Philip Harding, Simon Wiesler |
| 2023 | ICASSP | Slot-Triggered Contextual Biasing For Personalized Speech Recognition Using Neural Transducers. | Sibo Tong, Philip Harding, Simon Wiesler |
| 2023 | Interspeech | Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. | Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler |
| 2023 | Interspeech | Selective Biasing with Trie-based Contextual Adapters for Personalised Speech Recognition using Neural Transducers. | Philip Harding, Sibo Tong, Simon Wiesler |
| 2023 | Interspeech | Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models. | Yiting Lu, Philip Harding, Kanthashree Mysore Sathyendra, Sibo Tong, Xuandi Fu, Jing Liu, Feng-Ju Chang, Simon Wiesler, Grant P. Strimel |
| 2021 | Interspeech | Improving RNN-T ASR Accuracy Using Context Audio. | Andreas Schwarz, Ilya Sklyar, Simon Wiesler |
| 2020 | Interspeech | Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition. | Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler |
| 2020 | Interspeech | Improving Speech Recognition of Compound-Rich Languages. | Prabhat Pandey, Volker Leutnant, Simon Wiesler, Jahn Heymann, Daniel Willett |
| 2015 | ICASSP | Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models. | Muhammad Ali Tahir, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Sequence-discriminative training of recurrent neural networks. | Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Investigations on sequence training of neural networks. | Simon Wiesler, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | The RWTH English lecture recognition system. | Simon Wiesler, Kazuki Irie, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | RASR/NN: The RWTH neural network toolkit for speech recognition. | Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | Mean-normalized stochastic gradient for large-scale deep learning. | Simon Wiesler, Alexander Richard, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | A critical evaluation of stochastic algorithms for convex optimization. | Simon Wiesler, Alexander Richard, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Improving LVCSR with hidden conditional random fields for grapheme-to-phoneme conversion. | Stefan Hahn, Patrick Lehnen, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Investigations on hessian-free optimization for cross-entropy training of deep neural networks. | Simon Wiesler, Jinyu Li, Jian Xue |
| 2012 | ICASSP | Basis vector orthogonalization for an improved kernel gradient matching pursuit method. | Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Accelerated Batch Learning of Convex Log-linear Models for LVCSR. | Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2011 | ASRU | A convergence analysis of log-linear training and its application to speech recognition. | Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | Subspace pursuit method for kernel-log-linear models. | Yotaro Kubo, Simon Wiesler, Ralf Schlter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi |
| 2011 | ICASSP | The RWTH 2010 Quaero ASR evaluation system for English, French, and German. | Martin Sundermeyer, Markus Nubaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | Feature selection for log-linear acoustic models. | Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlter, Hermann Ney |
| 2010 | ICASSP | Discriminative HMMS, log-linear models, and CRFS: What is the difference? | Georg Heigold, Simon Wiesler, Markus Nubaum-Thom, Patrick Lehnen, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | The RWTH 2009 quaero ASR evaluation system for English and German. | Markus Nubaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | A discriminative splitting criterion for phonetic decision trees. | Simon Wiesler, Georg Heigold, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2009 | ASRU | Investigations on features for log-linear acoustic models in continuous speech recognition. | Simon Wiesler, Markus Nubaum-Thom, Georg Heigold, Ralf Schlter, Hermann Ney |