Investigations on features for log-linear acoustic models in continuous speech recognition. - Simon Wiesler; Markus Nußbaum-Thom; Georg Heigold; Ralf Schlüter; Hermann Ney (ASRU, 2009)

Discriminative HMMS, log-linear models, and CRFS: What is the difference? - Georg Heigold; Simon Wiesler; Markus Nußbaum-Thom; Patrick Lehnen; Ralf Schlüter; Hermann Ney (ICASSP, 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 (INTERSPEECH, 2010)

On the relation of Bayes risk, word error, and word posteriors in ASR. - Ralf Schlüter; Markus Nußbaum-Thom; Hermann Ney (INTERSPEECH, 2010)

A discriminative splitting criterion for phonetic decision trees. - Simon Wiesler; Georg Heigold; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2010)

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 (ICASSP, 2011)

Compound Word Recombination for German LVCSR. - Markus Nußbaum-Thom; Amr El-Desoky Mousa; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2011)

Speech recognition for machine translation in Quaero. - Lori Lamel; Sandrine Courcinous; Julien Despres; Jean-Luc Gauvain; Yvan Josse; Kevin Kilgour; Florian Kraft; Viet Bac Le; Hermann Ney; Markus Nußbaum-Thom; Ilya Oparin; Tim Schlippe; et al. (IWSLT, 2011)

On the Relationship Between Bayes Risk and Word Error Rate in ASR. - Ralf Schlüter; Markus Nußbaum-Thom; Hermann Ney (IEEE Trans. Speech Audio Process., 2011)

Posterior-Scaled MPE: Novel Discriminative Training Criteria. - Markus Nußbaum-Thom; Zoltán Tüske; Georg Heigold; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2012)

Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. - Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2012)

The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. - Stephan Peitz; Saab Mansour; Markus Freitag; Minwei Feng; Matthias Huck; Joern Wuebker; Malte Nuhn; Markus Nußbaum-Thom; Hermann Ney (IWSLT, 2012)

Spoken language translation using automatically transcribed text in training. - Stephan Peitz; Simon Wiesler; Markus Nußbaum-Thom; Hermann Ney (IWSLT, 2012)

Does the Cost Function Matter in Bayes Decision Rule? - Ralf Schlüter; Markus Nußbaum-Thom; Hermann Ney (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Relative error bounds for statistical classifiers based on the f-divergence. - Markus Nußbaum-Thom; Eugen Beck; Tamer Alkhouli; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2013)

Novel tight classification error bounds under mismatch conditions based on f-Divergence. - Ralf Schlüter; Markus Nußbaum-Thom; Eugen Beck; Tamer Alkhouli; Hermann Ney (ITW, 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 (IWSLT (Evaluation Campaign), 2013)

A family of discriminative training criteria based on the F-divergence for deep neural networks. - Markus Nußbaum-Thom; Xiaodong Cui; Ralf Schlüter; Vaibhava Goel; Hermann Ney (ICASSP, 2014)

RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. - M. Ali Basha Shaik; Zoltán Tüske; Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2014)

Multilingual representations for low resource speech recognition and keyword search. - Jia Cui; Brian Kingsbury; Bhuvana Ramabhadran; Abhinav Sethy; Kartik Audhkhasi; Xiaodong Cui; Ellen Kislal; Lidia Mangu; Markus Nußbaum-Thom; Michael Picheny; Zoltán Tüske; Pavel Golik; et al. (ASRU, 2015)

Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. - M. Ali Basha Shaik; Zoltán Tüske; Muhammad Ali Tahir; Markus Nußbaum-Thom; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2015)

Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units. - Markus Nußbaum-Thom; Jia Cui; Bhuvana Ramabhadran; Vaibhava Goel (INTERSPEECH, 2016)

Knowledge distillation across ensembles of multilingual models for low-resource languages. - Jia Cui; Brian Kingsbury; Bhuvana Ramabhadran; George Saon; Tom Sercu; Kartik Audhkhasi; Abhinav Sethy; Markus Nußbaum-Thom; Andrew Rosenberg (ICASSP, 2017)

Noisy objective functions based on the f-divergence. - Markus Nußbaum-Thom; Ralf Schlüter; Vaibhava Goel; Hermann Ney (ICASSP, 2017)

Investigations on neural networks, discriminative training criteria and error bounds. - Markus Nußbaum-Thom (2020)

Application-Agnostic Language Modeling for On-Device ASR. - Markus Nußbaum-Thom; Lyan Verwimp; Youssef Oualil (ACL (industry), 2023)

Neural Language Model Pruning for Automatic Speech Recognition. - Leonardo Emili; Thiago Fraga-Silva; Ernest Pusateri; Markus Nußbaum-Thom; Youssef Oualil (CoRR, 2023)

Towards A World-English Language Model for on-Device Virtual Assistants. - Rricha Jalota; Lyan Verwimp; Markus Nußbaum-Thom; Amr El-Desoky Mousa; Arturo Argueta; Youssef Oualil (ICASSP, 2024)