Markus Nußbaum-Thom

30 papers A 10B 1C 2Misc 6Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2024	Misc	`conf`	Towards A World-English Language Model for on-Device Virtual Assistants. ICASSP Rricha Jalota, Lyan Verwimp, Markus Nußbaum-Thom, Amr El-Desoky Mousa, Arturo Argueta, Youssef Oualil
2024	J	`jnl`	Towards a World-English Language Model for On-Device Virtual Assistants. CoRR Rricha Jalota, Lyan Verwimp, Markus Nußbaum-Thom, Amr El-Desoky Mousa, Arturo Argueta, Youssef Oualil
2023	—	`conf`	Application-Agnostic Language Modeling for On-Device ASR. ACL (industry) Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil
2023	J	`jnl`	Application-Agnostic Language Modeling for On-Device ASR. CoRR Markus Nußbaum-Thom, Lyan Verwimp, Youssef Oualil
2023	J	`jnl`	Neural Language Model Pruning for Automatic Speech Recognition. CoRR Leonardo Emili, Thiago Fraga-Silva, Ernest Pusateri, Markus Nußbaum-Thom, Youssef Oualil
2020	—	`—`	Investigations on neural networks, discriminative training criteria and error bounds. Markus Nußbaum-Thom
2017	Misc	`conf`	Knowledge distillation across ensembles of multilingual models for low-resource languages. ICASSP Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, George Saon, Tom Sercu, Kartik Audhkhasi, Abhinav Sethy, Markus Nußbaum-Thom, Andrew Rosenberg
2017	Misc	`conf`	Noisy objective functions based on the f-divergence. ICASSP Markus Nußbaum-Thom, Ralf Schlüter, Vaibhava Goel, Hermann Ney
2016	A	`conf`	Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units. INTERSPEECH Markus Nußbaum-Thom, Jia Cui, Bhuvana Ramabhadran, Vaibhava Goel
2015	A	`conf`	Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. INTERSPEECH M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
2015	C	`conf`	Multilingual representations for low resource speech recognition and keyword search. ASRU 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
2014	Misc	`conf`	A family of discriminative training criteria based on the F-divergence for deep neural networks. ICASSP Markus Nußbaum-Thom, Xiaodong Cui, Ralf Schlüter, Vaibhava Goel, Hermann Ney
2014	A	`conf`	RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. INTERSPEECH M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
2013	B	`conf`	Novel tight classification error bounds under mismatch conditions based on f-Divergence. ITW Ralf Schlüter, Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Hermann Ney
2013	A	`conf`	Relative error bounds for statistical classifiers based on the f-divergence. INTERSPEECH Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Ralf Schlüter, Hermann Ney
2013	—	`conf`	The RWTH Aachen German and English LVCSR systems for IWSLT-2013. IWSLT (Evaluation Campaign) M. Ali Basha Shaik, Zoltán Tüske, Simon Wiesler, Markus Nußbaum-Thom, Stephan Peitz, Ralf Schlüter, Hermann Ney
2012	J	`jnl`	Does the Cost Function Matter in Bayes Decision Rule? IEEE Trans. Pattern Anal. Mach. Intell. Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
2012	A	`conf`	Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney
2012	A	`conf`	Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. INTERSPEECH Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
2012	—	`conf`	Spoken language translation using automatically transcribed text in training. IWSLT Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney
2012	—	`conf`	The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. IWSLT Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney
2011	A	`conf`	Compound Word Recombination for German LVCSR. INTERSPEECH Markus Nußbaum-Thom, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney
2011	J	`jnl`	On the Relationship Between Bayes Risk and Word Error Rate in ASR. IEEE Trans. Speech Audio Process. Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
2011	—	`conf`	Speech recognition for machine translation in Quaero. IWSLT 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
2011	Misc	`conf`	The RWTH 2010 Quaero ASR evaluation system for English, French, and German. ICASSP Martin Sundermeyer, Markus Nußbaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlüter, Hermann Ney
2010	A	`conf`	A discriminative splitting criterion for phonetic decision trees. INTERSPEECH Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney
2010	Misc	`conf`	Discriminative HMMS, log-linear models, and CRFS: What is the difference? ICASSP Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney
2010	A	`conf`	On the relation of Bayes risk, word error, and word posteriors in ASR. INTERSPEECH Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney
2010	A	`conf`	The RWTH 2009 quaero ASR evaluation system for English and German. INTERSPEECH Markus Nußbaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlüter, Hermann Ney
2009	C	`conf`	Investigations on features for log-linear acoustic models in continuous speech recognition. ASRU Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney