Patrick Doetsch
RWTH Aachen University(DE)
Publications by Year
Research Areas
Natural Language Processing Techniques, Handwritten Text Recognition Techniques, Speech Recognition and Synthesis, Image Processing and 3D Reconstruction, Music and Audio Processing
Most-Cited Works
- → Cross-entropy vs. squared error training: a theoretical and experimental comparison(2013)220 cited
- → Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks(2016)211 cited
- → A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition(2017)172 cited
- → Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition(2014)157 cited
- → Improvements in RWTH's System for Off-Line Handwriting Recognition(2013)78 cited
- → Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition(2011)55 cited
- → On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition(2016)51 cited
- → Sequence-discriminative training of recurrent neural networks(2015)34 cited
- Logistic Model Trees with AUC split criterion for the KDD cup 2009 small challenge(2009)
- → The RWTH Large Vocabulary Arabic Handwriting Recognition System(2014)31 cited