Patrick Doetsch

Orcid: 0000-0003-0359-3027

According to our database¹, Patrick Doetsch authored at least 26 papers between 2009 and 2020.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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On csauthors.net:

Bibliography

2020

Alignment models for recurrent neural networks.

[BibT_eX]

[DOI]

Patrick Doetsch

PhD thesis, 2020

2018

Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition.

[BibT_eX]

[DOI]

Proceedings of the Interspeech 2018, 2018

MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge.

[BibT_eX]

[DOI]

Javier Jorge

Adria A. Martinez-Villaronga

Pavel Golik

Adrià Giménez

Joan Albert Silvestre-Cerdà

Proceedings of the Fourth International Conference, 2018

Sequence Modeling and Alignment for LVCSR-Systems.

[BibT_eX]

[DOI]

Proceedings of the 13th ITG Symposium on Speech Communication, 2018

2017

Inverted Alignments for End-to-End Automatic Speech Recognition.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Signal Process., 2017

A comprehensive study of batch construction strategies for recurrent neural networks in MXNet.

[BibT_eX]

[DOI]

Patrick Doetsch

Pavel Golik

Hermann Ney

CoRR, 2017

A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Returnn: The RWTH extensible training framework for universal recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

Automatic Speech Recognition Based on Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Speech and Computer - 18th International Conference, 2016

Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks.

[BibT_eX]

[DOI]

Paul Voigtlaender

Patrick Doetsch

Hermann Ney

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition.

[BibT_eX]

[DOI]

Dewi Suryani

Patrick Doetsch

Hermann Ney

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition.

[BibT_eX]

[DOI]

Patrick Doetsch

Albert Zeyer

Hermann Ney

Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015

Investigation of Segmental Conditional Random Fields for large vocabulary handwriting recognition.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization.

[BibT_eX]

[DOI]

Mahdi Hamdani

Patrick Doetsch

Hermann Ney

Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Sequence-discriminative training of recurrent neural networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

Towards Unsupervised Learning for Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Open-Lexicon Language Modeling Combining Word and Character Levels.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Improvement of Context Dependent Modeling for Arabic Handwriting Recognition.

[BibT_eX]

[DOI]

Mahdi Hamdani

Patrick Doetsch

Hermann Ney

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition.

[BibT_eX]

[DOI]

Patrick Doetsch

Michal Kozielski

Hermann Ney

Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Multilingual Off-Line Handwriting Recognition in Real-World Images.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

The RWTH Large Vocabulary Arabic Handwriting Recognition System.

[BibT_eX]

[DOI]

Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013

Cross-entropy vs. squared error training: a theoretical and experimental comparison.

[BibT_eX]

[DOI]

Pavel Golik

Patrick Doetsch

Hermann Ney

Proceedings of the INTERSPEECH 2013, 2013

Improvements in RWTH's System for Off-Line Handwriting Recognition.

[BibT_eX]

[DOI]

Michal Kozielski

Patrick Doetsch

Hermann Ney

Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

2012

Comparison of Bernoulli and Gaussian HMMs Using a Vertical Repositioning Technique for Off-Line Handwriting Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

2011

Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2009

Logistic Model Trees with AUC Split Criterion for the KDD Cup 2009 Small Challenge.

[BibT_eX]

[DOI]

Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009, 2009

Patrick Doetsch

Timeline

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