Patrick Doetsch

27 papers A 4B 11Misc 3Journal 4Unranked 4

Year	Rank	Type	Title / Venue / Authors
2020	—	`—`	Alignment models for recurrent neural networks. Patrick Doetsch
2018	—	`conf`	MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge. IberSPEECH 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
2018	—	`conf`	Sequence Modeling and Alignment for LVCSR-Systems. ITG Symposium on Speech Communication Eugen Beck, Albert Zeyer, Patrick Doetsch, André Merboldt, Ralf Schlüter, Hermann Ney
2017	J	`jnl`	A comprehensive study of batch construction strategies for recurrent neural networks in MXNet. CoRR Patrick Doetsch, Pavel Golik, Hermann Ney
2017	Misc	`conf`	A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. ICASSP Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney
2017	J	`jnl`	Inverted Alignments for End-to-End Automatic Speech Recognition. IEEE J. Sel. Top. Signal Process. Patrick Doetsch, Mirko Hannemann, Ralf Schlüter, Hermann Ney
2017	Misc	`conf`	Returnn: The RWTH extensible training framework for universal recurrent neural networks. ICASSP Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilia Kulikov, Ralf Schlüter, Hermann Ney
2016	J	`jnl`	A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition. CoRR Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney
2016	—	`conf`	Automatic Speech Recognition Based on Neural Networks. SPECOM Ralf Schlüter, Patrick Doetsch, Pavel Golik, Markus Kitza, Tobias Menne, Kazuki Irie, Zoltán Tüske, Albert Zeyer
2016	B	`conf`	Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. ICFHR Patrick Doetsch, Albert Zeyer, Hermann Ney
2016	B	`conf`	Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks. ICFHR Paul Voigtlaender, Patrick Doetsch, Hermann Ney
2016	B	`conf`	On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition. ICFHR Dewi Suryani, Patrick Doetsch, Hermann Ney
2016	J	`jnl`	RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks. CoRR Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilya Kulikov, Ralf Schlüter, Hermann Ney
2015	A	`conf`	Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization. ICDAR Mahdi Hamdani, Patrick Doetsch, Hermann Ney
2015	A	`conf`	Investigation of Segmental Conditional Random Fields for large vocabulary handwriting recognition. ICDAR Mahdi Hamdani, M. Ali Basha Shaik, Patrick Doetsch, Hermann Ney
2015	Misc	`conf`	Sequence-discriminative training of recurrent neural networks. ICASSP Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlüter, Hermann Ney
2014	B	`conf`	Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. ICFHR Patrick Doetsch, Michal Kozielski, Hermann Ney
2014	B	`conf`	Improvement of Context Dependent Modeling for Arabic Handwriting Recognition. ICFHR Mahdi Hamdani, Patrick Doetsch, Hermann Ney
2014	B	`conf`	Multilingual Off-Line Handwriting Recognition in Real-World Images. Document Analysis Systems Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney
2014	B	`conf`	Open-Lexicon Language Modeling Combining Word and Character Levels. ICFHR Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlüter, Hermann Ney
2014	B	`conf`	The RWTH Large Vocabulary Arabic Handwriting Recognition System. Document Analysis Systems Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney
2014	B	`conf`	Towards Unsupervised Learning for Handwriting Recognition. ICFHR Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney
2013	A	`conf`	Cross-entropy vs. squared error training: a theoretical and experimental comparison. INTERSPEECH Pavel Golik, Patrick Doetsch, Hermann Ney
2013	A	`conf`	Improvements in RWTH's System for Off-Line Handwriting Recognition. ICDAR Michal Kozielski, Patrick Doetsch, Hermann Ney
2012	B	`conf`	Comparison of Bernoulli and Gaussian HMMs Using a Vertical Repositioning Technique for Off-Line Handwriting Recognition. ICFHR Patrick Doetsch, Mahdi Hamdani, Hermann Ney, Adrià Giménez, Jesús Andrés-Ferrer, Alfons Juan
2011	B	`conf`	Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition. ICIP Philippe Dreuw, Patrick Doetsch, Christian Plahl, Hermann Ney
2009	—	`conf`	Logistic Model Trees with AUC Split Criterion for the KDD Cup 2009 Small Challenge. KDD Cup Patrick Doetsch, Christian Buck, Pavlo Golik, Niklas Hoppe, Michael Kramp, Johannes Laudenberg, Christian Oberdörfer, Pascal Steingrube, Jens Forster, Arne Mauser