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2020 – today
- 2024
[c24]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: 10811-10815- [i3]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 abs/2403.18783 (2024) - 2023
- [c23]Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil:
Application-Agnostic Language Modeling for On-Device ASR. ACL (industry) 2023: 268-275 - [i2]Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil:
Application-Agnostic Language Modeling for On-Device ASR. CoRR abs/2305.09764 (2023) - [i1]Leonardo Emili, Thiago Fraga-Silva, Ernest Pusateri, Markus Nußbaum-Thom, Youssef Oualil:
Neural Language Model Pruning for Automatic Speech Recognition. CoRR abs/2310.03424 (2023) - 2020
- [b1]Markus Nußbaum-Thom:
Investigations on neural networks, discriminative training criteria and error bounds. RWTH Aachen University, Germany, 2020
2010 – 2019
- 2017
- [c22]Markus Nußbaum-Thom, Ralf Schlüter
, Vaibhava Goel, Hermann Ney:
Noisy objective functions based on the f-divergence. ICASSP 2017: 2327-2331 - [c21]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: 4825-4829 - 2016
- [c20]Markus Nußbaum-Thom, Jia Cui, Bhuvana Ramabhadran, Vaibhava Goel:
Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units. INTERSPEECH 2016: 390-394 - 2015
- [c19]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: 259-266 - [c18]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: 3154-3158 - 2014
- [c17]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: 5612-5616 - [c16]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: 973-977 - 2013
- [c15]Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Ralf Schlüter, Hermann Ney:
Relative error bounds for statistical classifiers based on the f-divergence. INTERSPEECH 2013: 2197-2201 - [c14]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: 1-5 - [c13]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 - 2012
- [j2]Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney:
Does the Cost Function Matter in Bayes Decision Rule? IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 292-301 (2012) - [c12]Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. INTERSPEECH 2012: 571-574 - [c11]Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney:
Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH 2012: 2614-2617 - [c10]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: 69-76 - [c9]Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney:
Spoken language translation using automatically transcribed text in training. IWSLT 2012: 276-283 - 2011
- [j1]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): 1103-1112 (2011) - [c8]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: 2212-2215 - [c7]Markus Nußbaum-Thom, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Compound Word Recombination for German LVCSR. INTERSPEECH 2011: 1449-1452 - [c6]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: 121-128 - 2010
- [c5]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: 5546-5549 - [c4]Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
A discriminative splitting criterion for phonetic decision trees. INTERSPEECH 2010: 54-57 - [c3]Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney:
On the relation of Bayes risk, word error, and word posteriors in ASR. INTERSPEECH 2010: 230-233 - [c2]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: 1517-1520
2000 – 2009
- 2009
- [c1]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: 52-57
Coauthor Index
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