Logistic Model Trees with AUC Split Criterion for the KDD Cup 2009 Small Challenge. - Patrick Doetsch; Christian Buck; Pavlo Golik; Niklas Hoppe; Michael Kramp; Johannes Laudenberg; Christian Oberdörfer; Pascal Steingrube; Jens Forster; Arne Mauser (KDD Cup, 2009)

Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition. - Philippe Dreuw; Patrick Doetsch; Christian Plahl; Hermann Ney (ICIP, 2011)

Comparison of Bernoulli and Gaussian HMMs Using a Vertical Repositioning Technique for Off-Line Handwriting Recognition. - Patrick Doetsch; Mahdi Hamdani; Hermann Ney; Adrià Giménez; Jesús Andrés-Ferrer; Alfons Juan (ICFHR, 2012)

Improvements in RWTH's System for Off-Line Handwriting Recognition. - Michal Kozielski; Patrick Doetsch; Hermann Ney (ICDAR, 2013)

Cross-entropy vs. squared error training: a theoretical and experimental comparison. - Pavel Golik; Patrick Doetsch; Hermann Ney (INTERSPEECH, 2013)

The RWTH Large Vocabulary Arabic Handwriting Recognition System. - Mahdi Hamdani; Patrick Doetsch; Michal Kozielski; Amr El-Desoky Mousa; Hermann Ney (Document Analysis Systems, 2014)

Multilingual Off-Line Handwriting Recognition in Real-World Images. - Michal Kozielski; Patrick Doetsch; Mahdi Hamdani; Hermann Ney (Document Analysis Systems, 2014)

Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. - Patrick Doetsch; Michal Kozielski; Hermann Ney (ICFHR, 2014)

Improvement of Context Dependent Modeling for Arabic Handwriting Recognition. - Mahdi Hamdani; Patrick Doetsch; Hermann Ney (ICFHR, 2014)

Open-Lexicon Language Modeling Combining Word and Character Levels. - Michal Kozielski; Martin Matysiak; Patrick Doetsch; Ralf Schlüter; Hermann Ney (ICFHR, 2014)

Towards Unsupervised Learning for Handwriting Recognition. - Michal Kozielski; Malte Nuhn; Patrick Doetsch; Hermann Ney (ICFHR, 2014)

Sequence-discriminative training of recurrent neural networks. - Paul Voigtlaender; Patrick Doetsch; Simon Wiesler; Ralf Schlüter; Hermann Ney (ICASSP, 2015)

Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization. - Mahdi Hamdani; Patrick Doetsch; Hermann Ney (ICDAR, 2015)

Investigation of Segmental Conditional Random Fields for large vocabulary handwriting recognition. - Mahdi Hamdani; M. Ali Basha Shaik; Patrick Doetsch; Hermann Ney (ICDAR, 2015)

Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. - Patrick Doetsch; Albert Zeyer; Hermann Ney (ICFHR, 2016)

On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition. - Dewi Suryani; Patrick Doetsch; Hermann Ney (ICFHR, 2016)

Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks. - Paul Voigtlaender; Patrick Doetsch; Hermann Ney (ICFHR, 2016)

Automatic Speech Recognition Based on Neural Networks. - Ralf Schlüter; Patrick Doetsch; Pavel Golik; Markus Kitza; Tobias Menne; Kazuki Irie; Zoltán Tüske; Albert Zeyer (SPECOM, 2016)

Returnn: The RWTH extensible training framework for universal recurrent neural networks. - Patrick Doetsch; Albert Zeyer; Paul Voigtlaender; Ilia Kulikov; Ralf Schlüter; Hermann Ney (ICASSP, 2017)

A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. - Albert Zeyer; Patrick Doetsch; Paul Voigtlaender; Ralf Schlüter; Hermann Ney (ICASSP, 2017)

A comprehensive study of batch construction strategies for recurrent neural networks in MXNet. - Patrick Doetsch; Pavel Golik; Hermann Ney (CoRR, 2017)

Inverted Alignments for End-to-End Automatic Speech Recognition. - Patrick Doetsch; Mirko Hannemann; Ralf Schlüter; Hermann Ney (IEEE J. Sel. Top. Signal Process., 2017)

Sequence Modeling and Alignment for LVCSR-Systems. - Eugen Beck; Albert Zeyer; Patrick Doetsch; André Merboldt; Ralf Schlüter; Hermann Ney (ITG Symposium on Speech Communication, 2018)

MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge. - Javier Jorge; Adria A. Martinez-Villaronga; Pavel Golik; Adrià Giménez; Joan Albert Silvestre-Cerdà; Patrick Doetsch; Vicent Andreu Císcar; Hermann Ney; Alfons Juan; Albert Sanchís (IberSPEECH, 2018)

Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition. - Eugen Beck; Mirko Hannemann; Patrick Dötsch; Ralf Schlüter; Hermann Ney (INTERSPEECH, 2018)

Alignment models for recurrent neural networks. - Patrick Doetsch (2020)