Simon Wiesler

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 14

Top Venues

ICASSP

CoRR

INTERSPEECH

IberSPEECH

RWTH Aachen University, Germany (PHD)

Education History

RWTH Aachen University, Germany

PHD

Publications

Sibo Tong, Philip Harding, Simon Wiesler
Slot-Triggered Contextual Biasing For Personalized Speech Recognition Using Neural Transducers. ICASSP (2023)
Sibo Tong, Philip Harding, Simon Wiesler
Hierarchical Attention-Based Contextual Biasing For Personalized Speech Recognition Using Neural Transducers. ASRU (2023)
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. CoRR (2023)
Philip Harding, Sibo Tong, Simon Wiesler
Selective Biasing with Trie-based Contextual Adapters for Personalised Speech Recognition using Neural Transducers. INTERSPEECH (2023)
Yiting Lu, Philip Harding, Kanthashree Mysore Sathyendra, Sibo Tong, Xuandi Fu, Jing Liu, Feng-Ju Chang, Simon Wiesler, Grant P. Strimel
Model-Internal Slot-triggered Biasing for Domain Expansion in Neural Transducer ASR Models. INTERSPEECH (2023)
Belen Alastruey, Lukas Drude, Jahn Heymann, Simon Wiesler
Multi-View Frequency-Attention Alternative to CNN Frontends for Automatic Speech Recognition. INTERSPEECH (2023)
Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler
Contextual-Utterance Training for Automatic Speech Recognition. CoRR (2022)
Alejandro Gomez-Alanis, Lukas Drude, Andreas Schwarz, Rupak Vignesh Swaminathan, Simon Wiesler
Contextual-Utterance Training for Automatic Speech Recognition. IberSPEECH (2022)
Andreas Schwarz, Ilya Sklyar, Simon Wiesler
Improving RNN-T ASR Accuracy Using Context Audio. Interspeech (2021)
Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition. CoRR (2020)
Andreas Schwarz, Ilya Sklyar, Simon Wiesler
Improving RNN-T ASR Accuracy Using Untranscribed Context Audio. CoRR (2020)
Egor Lakomkin, Jahn Heymann, Ilya Sklyar, Simon Wiesler
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition. INTERSPEECH (2020)
Prabhat Pandey, Volker Leutnant, Simon Wiesler, Jahn Heymann, Daniel Willett
Improving Speech Recognition of Compound-Rich Languages. INTERSPEECH (2020)
Yotaro Kubo, George Tucker, Simon Wiesler
Compacting Neural Network Classifiers via Dropout Training. CoRR (2016)
Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney
Investigations on sequence training of neural networks. ICASSP (2015)
Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlüter, Hermann Ney
Sequence-discriminative training of recurrent neural networks. ICASSP (2015)
Muhammad Ali Tahir, Simon Wiesler, Ralf Schlüter, Hermann Ney
Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models. ICASSP (2015)
Simon Wiesler, Kazuki Irie, Zoltán Tüske, Ralf Schlüter, Hermann Ney
The RWTH English lecture recognition system. ICASSP (2014)
Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney
Mean-normalized stochastic gradient for large-scale deep learning. ICASSP (2014)
Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney
RASR/NN: The RWTH neural network toolkit for speech recognition. ICASSP (2014)
Stefan Hahn, Patrick Lehnen, Simon Wiesler, Ralf Schlüter, Hermann Ney
Improving LVCSR with hidden conditional random fields for grapheme-to-phoneme conversion. INTERSPEECH (2013)
Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney
A critical evaluation of stochastic algorithms for convex optimization. ICASSP (2013)
Simon Wiesler, Jinyu Li, Jian Xue
Investigations on hessian-free optimization for cross-entropy training of deep neural networks. INTERSPEECH (2013)
M. Ali Basha Shaik, Zoltán Tüske, Simon Wiesler, Markus Nußbaum-Thom, Stephan Peitz, Ralf Schlüter, Hermann Ney
The RWTH Aachen German and English LVCSR systems for IWSLT-2013. IWSLT (Evaluation Campaign) (2013)
Simon Wiesler, Ralf Schlüter, Hermann Ney
Accelerated Batch Learning of Convex Log-linear Models for LVCSR. INTERSPEECH (2012)
Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney
Spoken language translation using automatically transcribed text in training. IWSLT (2012)
Georg Heigold, Hermann Ney, Ralf Schlüter, Simon Wiesler
Discriminative Training for Automatic Speech Recognition: Modeling, Criteria, Optimization, Implementation, and Performance. IEEE Signal Process. Mag. 29 (6) (2012)
Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlüter, Hermann Ney
Basis vector orthogonalization for an improved kernel gradient matching pursuit method. ICASSP (2012)
Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney
Lexicon models for hierarchical phrase-based machine translation. IWSLT (2011)
Martin Sundermeyer, Markus Nußbaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlüter, Hermann Ney
The RWTH 2010 Quaero ASR evaluation system for English, French, and German. ICASSP (2011)
Simon Wiesler, Ralf Schlüter, Hermann Ney
A convergence analysis of log-linear training and its application to speech recognition. ASRU (2011)
Simon Wiesler, Hermann Ney
A Convergence Analysis of Log-Linear Training. NIPS (2011)
Yotaro Kubo, Simon Wiesler, Ralf Schlüter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi
Subspace pursuit method for kernel-log-linear models. ICASSP (2011)
Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlüter, Hermann Ney
Feature selection for log-linear acoustic models. ICASSP (2011)
Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
A discriminative splitting criterion for phonetic decision trees. INTERSPEECH (2010)
Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney
Discriminative HMMS, log-linear models, and CRFS: What is the difference? ICASSP (2010)
Markus Nußbaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlüter, Hermann Ney
The RWTH 2009 quaero ASR evaluation system for English and German. INTERSPEECH (2010)
Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney
Investigations on features for log-linear acoustic models in continuous speech recognition. ASRU (2009)

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Publication Activity (10 Years)

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Simon Wiesler