Markus Nußbaum-Thom

According to our database¹, Markus Nußbaum-Thom authored at least 28 papers between 2009 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

Article

PhD thesis

Dataset

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Links

On csauthors.net:

Bibliography

2024

Towards a World-English Language Model for On-Device Virtual Assistants.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Neural Language Model Pruning for Automatic Speech Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Application-Agnostic Language Modeling for On-Device ASR.

[BibT_eX]

[DOI]

Markus Nußbaum-Thom

Lyan Verwimp

Youssef Oualil

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

2020

Investigations on neural networks, discriminative training criteria and error bounds.

[BibT_eX]

[DOI]

Markus Nußbaum-Thom

PhD thesis, 2020

2017

Noisy objective functions based on the f-divergence.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Knowledge distillation across ensembles of multilingual models for low-resource languages.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Acoustic Modeling Using Bidirectional Gated Recurrent Convolutional Units.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2016, 2016

2015

Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2015, 2015

Multilingual representations for low resource speech recognition and keyword search.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2014, 2014

A family of discriminative training criteria based on the F-divergence for deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2014

2013

The RWTH Aachen German and English LVCSR systems for IWSLT-2013.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Spoken Language Translation: Evaluation Campaign@IWSLT 2013, 2013

Novel tight classification error bounds under mismatch conditions based on f-Divergence.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Relative error bounds for statistical classifiers based on the f-divergence.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2013, 2013

2012

Does the Cost Function Matter in Bayes Decision Rule?

[BibT_eX]

[DOI]

Ralf Schlüter

Markus Nußbaum-Thom

Hermann Ney

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Spoken language translation using automatically transcribed text in training.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

The RWTH Aachen speech recognition and machine translation system for IWSLT 2012.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Workshop on Spoken Language Translation, 2012

Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

Posterior-Scaled MPE: Novel Discriminative Training Criteria.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2012, 2012

2011

On the Relationship Between Bayes Risk and Word Error Rate in ASR.

[BibT_eX]

[DOI]

Ralf Schlüter

Markus Nußbaum-Thom

Hermann Ney

IEEE Trans. Speech Audio Process., 2011

Speech recognition for machine translation in Quaero.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Workshop on Spoken Language Translation, 2011

Compound Word Recombination for German LVCSR.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2011, 2011

The RWTH 2010 Quaero ASR evaluation system for English, French, and German.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2011

2010

A discriminative splitting criterion for phonetic decision trees.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

On the relation of Bayes risk, word error, and word posteriors in ASR.

[BibT_eX]

[DOI]

Ralf Schlüter

Markus Nußbaum-Thom

Hermann Ney

Proceedings of the INTERSPEECH 2010, 2010

The RWTH 2009 quaero ASR evaluation system for English and German.

[BibT_eX]

[DOI]

Proceedings of the INTERSPEECH 2010, 2010

Discriminative HMMS, log-linear models, and CRFS: What is the difference?

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2010

2009

Investigations on features for log-linear acoustic models in continuous speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Workshop on Automatic Speech Recognition & Understanding, 2009

Markus Nußbaum-Thom

Timeline

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