Markus Nußbaum-Thom

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Speech Recognition

Language Modeling

Top Venues

Publications

Rricha Jalota, Lyan Verwimp, Markus Nußbaum-Thom, Amr El-Desoky Mousa, Arturo Argueta, Youssef Oualil
Towards A World-English Language Model for on-Device Virtual Assistants. ICASSP (2024)
Rricha Jalota, Lyan Verwimp, Markus Nußbaum-Thom, Amr El-Desoky Mousa, Arturo Argueta, Youssef Oualil
Towards a World-English Language Model for On-Device Virtual Assistants. CoRR (2024)
Leonardo Emili, Thiago Fraga-Silva, Ernest Pusateri, Markus Nußbaum-Thom, Youssef Oualil
Neural Language Model Pruning for Automatic Speech Recognition. CoRR (2023)
Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil
Application-Agnostic Language Modeling for On-Device ASR. ACL (industry) (2023)
Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil
Application-Agnostic Language Modeling for On-Device ASR. CoRR (2023)
Markus Nußbaum-Thom, Ralf Schlüter, Vaibhava Goel, Hermann Ney
Noisy objective functions based on the f-divergence. ICASSP (2017)
Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Tom Sercu, Kartik Audhkhasi, Abhinav Sethy, Markus Nußbaum-Thom, Andrew Rosenberg
Knowledge distillation across ensembles of multilingual models for low-resource languages. ICASSP (2017)
Markus Nußbaum-Thom, Jia Cui, Bhuvana Ramabhadran, Vaibhava Goel
Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units. INTERSPEECH (2016)
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, Ralf Schlüter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland
Multilingual representations for low resource speech recognition and keyword search. ASRU (2015)
M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. INTERSPEECH (2015)
Markus Nußbaum-Thom, Xiaodong Cui, Ralf Schlüter, Vaibhava Goel, Hermann Ney
A family of discriminative training criteria based on the F-divergence for deep neural networks. ICASSP (2014)
M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. INTERSPEECH (2014)
Ralf Schlüter, Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Hermann Ney
Novel tight classification error bounds under mismatch conditions based on f-Divergence. ITW (2013)
Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Ralf Schlüter, Hermann Ney
Relative error bounds for statistical classifiers based on the f-divergence. 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)
Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney
The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. IWSLT (2012)
Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney
Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH (2012)
Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney
Spoken language translation using automatically transcribed text in training. IWSLT (2012)
Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
Does the Cost Function Matter in Bayes Decision Rule? IEEE Trans. Pattern Anal. Mach. Intell. 34 (2) (2012)
Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. INTERSPEECH (2012)
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, Ralf Schlüter, Tanja Schultz, Thiago Fraga-Silva, Sebastian Stüker, Martin Sundermeyer, Bianca Vieru, Ngoc Thang Vu, Alex Waibel, Cécile Woehrling
Speech recognition for machine translation in Quaero. 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)
Markus Nußbaum-Thom, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney
Compound Word Recombination for German LVCSR. INTERSPEECH (2011)
Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
On the Relationship Between Bayes Risk and Word Error Rate in ASR. IEEE Trans. Speech Audio Process. 19 (5) (2011)
Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
On the relation of Bayes risk, word error, and word posteriors in ASR. INTERSPEECH (2010)
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)