| 2025 | ICASSP | Right Label Context in End-to-End Training of Time-Synchronous ASR Models. | Tina Raissi, Ralf Schlter, Hermann Ney |
| 2025 | ICASSP | The Conformer Encoder May Reverse the Time Dimension. | Robin Schmitt, Albert Zeyer, Mohammad Zeineldeen, Ralf Schlter, Hermann Ney |
| 2025 | ICASSP | Classification Error Bound for Low Bayes Error Conditions in Machine Learning. | Zijian Yang, Vahe Eminyan, Ralf Schlter, Hermann Ney |
| 2025 | Interspeech | Dynamic Acoustic Model Architecture Optimization in Training for ASR. | Jingjing Xu, Zijian Yang, Albert Zeyer, Eugen Beck, Ralf Schlter, Hermann Ney |
| 2025 | Interspeech | Regularizing Learnable Feature Extraction for Automatic Speech Recognition. | Peter Vieting, Maximilian Kannen, Benedikt Hilmes, Ralf Schlter, Hermann Ney |
| 2025 | Interspeech | Label-Context-Dependent Internal Language Model Estimation for CTC. | Zijian Yang, Minh-Nghia Phan, Ralf Schlter, Hermann Ney |
| 2024 | ICASSP | On the Relation Between Internal Language Model and Sequence Discriminative Training for Neural Transducers. | Zijian Yang, Wei Zhou, Ralf Schlter, Hermann Ney |
| 2024 | ICASSP | Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition. | Mohammad Zeineldeen, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2024 | Interspeech | Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality. | Tina Raissi, Christoph Lscher, Simon Berger, Ralf Schlter, Hermann Ney |
| 2024 | ITW | Refined Statistical Bounds for Classification Error Mismatches with Constrained Bayes Error. | Zijian Yang, Vahe Eminyan, Ralf Schlter, Hermann Ney |
| 2023 | ACL | Improving Language Model Integration for Neural Machine Translation. | Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney |
| 2023 | ACL | On Search Strategies for Document-Level Neural Machine Translation. | Christian Herold, Hermann Ney |
| 2023 | ASRU | End-To-End Training of a Neural HMM with Label and Transition Probabilities. | Daniel Mann, Tina Raissi, Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2023 | ASRU | Investigating The Effect of Language Models in Sequence Discriminative Training For Neural Transducers. | Zijian Yang, Wei Zhou, Ralf Schlter, Hermann Ney |
| 2023 | ICASSP | Efficient Utilization of Large Pre-Trained Models for Low Resource ASR. | Peter Vieting, Christoph Lscher, Julian Dierkes, Ralf Schlter, Hermann Ney |
| 2023 | ICASSP | Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers. | Zijian Yang, Wei Zhou, Ralf Schlter, Hermann Ney |
| 2023 | ICASSP | Enhancing and Adversarial: Improve ASR with Speaker Labels. | Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lscher, Ralf Schlter, Hermann Ney |
| 2023 | Interspeech | RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition. | Wei Zhou, Eugen Beck, Simon Berger, Ralf Schlter, Hermann Ney |
| 2023 | Interspeech | Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think. | Tina Raissi, Christoph Lscher, Moritz Gunz, Ralf Schlter, Hermann Ney |
| 2022 | ACL | Detecting Various Types of Noise for Neural Machine Translation. | Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney |
| 2022 | EMNLP | Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. | Nico Daheim, David Thulke, Christian Dugast, Hermann Ney |
| 2022 | EMNLP | Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token. | Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz |
| 2022 | EMNLP | Does Joint Training Really Help Cascaded Speech Translation? | Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney |
| 2022 | ICASSP | Improving Factored Hybrid HMM Acoustic Modeling without State Tying. | Tina Raissi, Eugen Beck, Ralf Schlter, Hermann Ney |
| 2022 | ICASSP | Efficient Sequence Training of Attention Models Using Approximative Recombination. | Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlter, Hermann Ney |
| 2022 | ICASSP | Conformer-Based Hybrid ASR System For Switchboard Dataset. | Mohammad Zeineldeen, Jingjing Xu, Christoph Lscher, Wilfried Michel, Alexander Gerstenberger, Ralf Schlter, Hermann Ney |
| 2022 | ICASSP | On Language Model Integration for RNN Transducer Based Speech Recognition. | Wei Zhou, Zuoyun Zheng, Ralf Schlter, Hermann Ney |
| 2022 | IJCNLP | Is Encoder-Decoder Redundant for Neural Machine Translation? | Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney |
| 2022 | IJCNLP | Revisiting Checkpoint Averaging for Neural Machine Translation. | Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney |
| 2022 | Interspeech | Automatic Learning of Subword Dependent Model Scales. | Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlter, Hermann Ney |
| 2022 | Interspeech | Self-Normalized Importance Sampling for Neural Language Modeling. | Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlter, Hermann Ney |
| 2022 | Interspeech | Improving the Training Recipe for a Robust Conformer-based Hybrid Model. | Mohammad Zeineldeen, Jingjing Xu, Christoph Lscher, Ralf Schlter, Hermann Ney |
| 2022 | Interspeech | Efficient Training of Neural Transducer for Speech Recognition. | Wei Zhou, Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2021 | ACL | Investigation on Data Adaptation Techniques for Neural Named Entity Recognition. | Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney |
| 2021 | ACL | Transformer-Based Direct Hidden Markov Model for Machine Translation. | Weiyue Wang, Zijian Yang, Yingbo Gao, Hermann Ney |
| 2021 | ASRU | Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures. | Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlter, Hermann Ney |
| 2021 | ASRU | On Architectures and Training for Raw Waveform Feature Extraction in ASR. | Peter Vieting, Christoph Lscher, Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2021 | ICASSP | Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition. | Wei Zhou, Simon Berger, Ralf Schlter, Hermann Ney |
| 2021 | Interspeech | On Sampling-Based Training Criteria for Neural Language Modeling. | Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlter, Hermann Ney |
| 2021 | Interspeech | Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning. | Hermann Ney |
| 2021 | Interspeech | Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models. | Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2021 | Interspeech | Librispeech Transducer Model with Internal Language Model Prior Correction. | Albert Zeyer, Andr Merboldt, Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2021 | Interspeech | Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. | Wei Zhou, Albert Zeyer, Andr Merboldt, Ralf Schlter, Hermann Ney |
| 2021 | Interspeech | Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition. | Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlter, Hermann Ney |
| 2021 | NAACL | Data Filtering using Cross-Lingual Word Embeddings. | Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney |
| 2020 | ACL | Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. | Christopher Brix, Parnia Bahar, Hermann Ney |
| 2020 | AMTA | Investigation of Transformer-based Latent Attention Models for Neural Machine Translation. | Parnia Bahar, Nikita Makarov, Hermann Ney |
| 2020 | AMTA | Pivot Lightly-Supervised Training for Statistical Machine Translation. | Matthias Huck, Hermann Ney |
| 2020 | COLING | Unifying Input and Output Smoothing in Neural Machine Translation. | Yingbo Gao, Baohao Liao, Hermann Ney |
| 2020 | COLING | Neural Language Modeling for Named Entity Recognition. | Zhihong Lei, Weiyue Wang, Christian Dugast, Hermann Ney |
| 2020 | EAMT | When and Why is Unsupervised Neural Machine Translation Useless? | Yunsu Kim, Miguel Graa, Hermann Ney |
| 2020 | EMNLP | Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation. | Baohao Liao, Yingbo Gao, Hermann Ney |
| 2020 | ICASSP | Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition. | Parnia Bahar, Nikita Makarov, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR. | Vitalii Bozheniuk, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | Domain Robust, Fast, and Compact Neural Language Models. | Alexander Gerstenberger, Kazuki Irie, Pavel Golik, Eugen Beck, Hermann Ney |
| 2020 | ICASSP | How Much Self-Attention Do We Need? Trading Attention for Feed-Forward Layers. | Kazuki Irie, Alexander Gerstenberger, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | Frame-Level MMI as A Sequence Discriminative Training Criterion for LVCSR. | Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. | Nick Rossenbach, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR. | Mohammad Zeineldeen, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | The Rwth Asr System for Ted-Lium Release 2: Improving Hybrid Hmm With Specaugment. | Wei Zhou, Wilfried Michel, Kazuki Irie, Markus Kitza, Ralf Schlter, Hermann Ney |
| 2020 | ICASSP | Full-Sum Decoding for Hybrid Hmm Based Speech Recognition Using LSTM Language Model. | Wei Zhou, Ralf Schlter, Hermann Ney |
| 2020 | IJCNLP | Towards a Better Understanding of Label Smoothing in Neural Machine Translation. | Yingbo Gao, Weiyue Wang, Christian Herold, Zijian Yang, Hermann Ney |
| 2020 | IJCNLP | Predicting and Using Target Length in Neural Machine Translation. | Zijian Yang, Yingbo Gao, Weiyue Wang, Hermann Ney |
| 2020 | Interspeech | LVCSR with Transformer Language Models. | Eugen Beck, Ralf Schlter, Hermann Ney |
| 2020 | Interspeech | Investigation of Large-Margin Softmax in Neural Language Modeling. | Jingjing Huo, Yingbo Gao, Weiyue Wang, Ralf Schlter, Hermann Ney |
| 2020 | Interspeech | Early Stage LM Integration Using Local and Global Log-Linear Combination. | Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2020 | Interspeech | Context-Dependent Acoustic Modeling Without Explicit Phone Clustering. | Tina Raissi, Eugen Beck, Ralf Schlter, Hermann Ney |
| 2020 | Interspeech | A New Training Pipeline for an Improved Neural Transducer. | Albert Zeyer, Andr Merboldt, Ralf Schlter, Hermann Ney |
| 2020 | Interspeech | Robust Beam Search for Encoder-Decoder Attention Based Speech Recognition Without Length Bias. | Wei Zhou, Ralf Schlter, Hermann Ney |
| 2020 | WACV | ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding. | Harald Hanselmann, Hermann Ney |
| 2019 | ACL | Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies. | Yunsu Kim, Yingbo Gao, Hermann Ney |
| 2019 | ASRU | A Comparative Study on End-to-End Speech to Text Translation. | Parnia Bahar, Tobias Bieschke, Hermann Ney |
| 2019 | ASRU | Training Language Models for Long-Span Cross-Sentence Evaluation. | Kazuki Irie, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2019 | ASRU | A Comparison of Transformer and LSTM Encoder Decoder Models for ASR. | Albert Zeyer, Parnia Bahar, Kazuki Irie, Ralf Schlter, Hermann Ney |
| 2019 | EMNLP | uniblock: Scoring and Filtering Corpus with Unicode Block Information. | Yingbo Gao, Weiyue Wang, Hermann Ney |
| 2019 | EMNLP | Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. | Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney |
| 2019 | ICASSP | On Using 2D Sequence-to-sequence Models for Speech Recognition. | Parnia Bahar, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2019 | ICASSP | Investigation into Joint Optimization of Single Channel Speech Enhancement and Acoustic Modeling for Robust ASR. | Tobias Menne, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | Language Modeling with Deep Transformers. | Kazuki Irie, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | Cumulative Adaptation for BLSTM Acoustic Models. | Markus Kitza, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | RWTH ASR Systems for LibriSpeech: Hybrid vs Attention. | Christoph Lscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech. | Tobias Menne, Ilya Sklyar, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | An Analysis of Local Monotonic Attention Variants. | Andr Merboldt, Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR. | Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2019 | Interspeech | Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings. | Anna Piunova, Eugen Beck, Ralf Schlter, Hermann Ney |
| 2018 | ACL | Neural Hidden Markov Model for Machine Translation. | Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney |
| 2018 | ACL | RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. | Albert Zeyer, Tamer Alkhouli, Hermann Ney |
| 2018 | CVPR | Neural Sign Language Translation. | Necati Cihan Camgz, Simon Hadfield, Oscar Koller, Hermann Ney, Richard Bowden |
| 2018 | EMNLP | Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. | Parnia Bahar, Christopher Brix, Hermann Ney |
| 2018 | EMNLP | Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. | Yunsu Kim, Jiahui Geng, Hermann Ney |
| 2018 | EMNLP | Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition. | Jan-Thorsten Peter, Eugen Beck, Hermann Ney |
| 2018 | ICASSP | Prediction of LSTM-RNN Full Context States as a Subtask for N-Gram Feedforward Language Models. | Kazuki Irie, Zhihong Lei, Ralf Schlter, Hermann Ney |
| 2018 | ICASSP | Acoustic Modeling of Speech Waveform Based on Multi-Resolution, Neural Network Signal Processing. | Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2018 | ICPR | Optimizing Energies for Pose-Invariant Face Recognition. | Harald Hanselmann, Hermann Ney |
| 2018 | Interspeech | Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition. | Eugen Beck, Mirko Hannemann, Patrick Dtsch, Ralf Schlter, Hermann Ney |
| 2018 | Interspeech | Investigation on Estimation of Sentence Probability by Combining Forward, Backward and Bi-directional LSTM-RNNs. | Kazuki Irie, Zhihong Lei, Liuhui Deng, Ralf Schlter, Hermann Ney |
| 2018 | Interspeech | Comparison of BLSTM-Layer-Specific Affine Transformations for Speaker Adaptation. | Markus Kitza, Ralf Schlter, Hermann Ney |
| 2018 | Interspeech | Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition. | Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2018 | Interspeech | Improved Training of End-to-end Attention Models for Speech Recognition. | Albert Zeyer, Kazuki Irie, Ralf Schlter, Hermann Ney |
| 2017 | ACL | Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. | Weiyue Wang, Tamer Alkhouli, Derui Zhu, Hermann Ney |
| 2017 | BMVC | Deep fisher faces. | Harald Hanselmann, Shen Yan, Hermann Ney |
| 2017 | CVPR | Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs. | Oscar Koller, Sepehr Zargaran, Hermann Ney |
| 2017 | EACL | Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. | Yunsu Kim, Julian Schamper, Hermann Ney |
| 2017 | ICASSP | Returnn: The RWTH extensible training framework for universal recurrent neural networks. | Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilia Kulikov, Ralf Schlter, Hermann Ney |
| 2017 | ICASSP | Investigations on byte-level convolutional neural networks for language modeling in low resource speech recognition. | Kazuki Irie, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2017 | ICASSP | Noisy objective functions based on the f-divergence. | Markus Nubaum-Thom, Ralf Schlter, Vaibhava Goel, Hermann Ney |
| 2017 | ICASSP | A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. | Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlter, Hermann Ney |
| 2017 | ICASSP | Faster sequence training. | Albert Zeyer, Ilia Kulikov, Ralf Schlter, Hermann Ney |
| 2017 | Interspeech | Parallel Neural Network Features for Improved Tandem Acoustic Modeling. | Zoltn Tske, Wilfried Michel, Ralf Schlter, Hermann Ney |
| 2017 | Interspeech | CTC in the Context of Generalized Full-Sum HMM Training. | Albert Zeyer, Eugen Beck, Ralf Schlter, Hermann Ney |
| 2016 | ACL | Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation. | Jan-Thorsten Peter, Weiyue Wang, Hermann Ney |
| 2016 | BMVC | Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition. | Oscar Koller, Sepehr Zargaran, Hermann Ney, Richard Bowden |
| 2016 | CVPR | Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled. | Oscar Koller, Hermann Ney, Richard Bowden |
| 2016 | ECCV | Learning Local Convolutional Features for Face Recognition with 2D-Warping. | Harald Hanselmann, Hermann Ney |
| 2016 | ICASSP | Investigation on log-linear interpolation of multi-domain neural network language model. | Zoltn Tske, Kazuki Irie, Ralf Schlter, Hermann Ney |
| 2016 | ICFHR | Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. | Patrick Doetsch, Albert Zeyer, Hermann Ney |
| 2016 | ICFHR | On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition. | Dewi Suryani, Patrick Doetsch, Hermann Ney |
| 2016 | ICFHR | Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks. | Paul Voigtlaender, Patrick Doetsch, Hermann Ney |
| 2016 | Interspeech | LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition. | Kazuki Irie, Zoltn Tske, Tamer Alkhouli, Ralf Schlter, Hermann Ney |
| 2016 | Interspeech | Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models. | Albert Zeyer, Ralf Schlter, Hermann Ney |
| 2015 | ACL | UNRAVEL - A Decipherment Toolkit. | Malte Nuhn, Julian Schamper, Hermann Ney |
| 2015 | ASRU | Multilingual representations for low resource speech recognition and keyword search. | Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Kislal, Lidia Mangu, Markus Nubaum-Thom, Michael Picheny, Zoltn Tske, Pavel Golik, Ralf Schlter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland |
| 2015 | ASRU | Speaker adaptive joint training of Gaussian mixture models and bottleneck features. | Zoltn Tske, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2015 | EMNLP | A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences. | Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker, Hermann Ney |
| 2015 | ICASSP | Improved strategies for a zero oov rate LVCSR system. | M. Ali Basha Shaik, Amr El-Desoky Mousa, Stefan Hahn, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models. | Muhammad Ali Tahir, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Integrating Gaussian mixtures into deep neural networks: Softmax layer with hidden variables. | Zoltn Tske, Muhammad Ali Tahir, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Sequence-discriminative training of recurrent neural networks. | Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2015 | ICASSP | Investigations on sequence training of neural networks. | Simon Wiesler, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2015 | ICDAR | The LIMSI handwriting recognition system for the HTRtS 2014 contest. | Thodore Bluche, Hermann Ney, Christopher Kermorvant |
| 2015 | ICDAR | Framewise and CTC training of Neural Networks for handwriting recognition. | Thodore Bluche, Hermann Ney, Jrme Louradour, Christopher Kermorvant |
| 2015 | ICDAR | Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization. | Mahdi Hamdani, Patrick Doetsch, Hermann Ney |
| 2015 | ICDAR | Investigation of Segmental Conditional Random Fields for large vocabulary handwriting recognition. | Mahdi Hamdani, M. Ali Basha Shaik, Patrick Doetsch, Hermann Ney |
| 2015 | Interspeech | Error bounds for context reduction and feature omission. | Eugen Beck, Ralf Schlter, Hermann Ney |
| 2015 | Interspeech | On efficient training of word classes and their application to recurrent neural network language models. | Rami Botros, Kazuki Irie, Martin Sundermeyer, Hermann Ney |
| 2015 | Interspeech | Convolutional neural networks for acoustic modeling of raw time signal in LVCSR. | Pavel Golik, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2015 | Interspeech | Multilingual features based keyword search for very low-resource languages. | Pavel Golik, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2015 | Interspeech | Bag-of-words input for long history representation in neural network-based language models for speech recognition. | Kazuki Irie, Ralf Schlter, Hermann Ney |
| 2015 | Interspeech | Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. | M. Ali Basha Shaik, Zoltn Tske, Muhammad Ali Tahir, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2015 | NAACL | A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training. | Joern Wuebker, Sebastian Muehr, Patrick Lehnen, Stephan Peitz, Hermann Ney |
| 2014 | ACL | EM Decipherment for Large Vocabularies. | Malte Nuhn, Hermann Ney |
| 2014 | AMTA | Comparison of data selection techniques for the translation of video lectures. | Joern Wuebker, Hermann Ney, Adria A. Martinez-Villaronga, Adri Gimnez, Alfons Juan, Christophe Servan, Marc Dymetman, Shachar Mirkin |
| 2014 | DAS | The RWTH Large Vocabulary Arabic Handwriting Recognition System. | Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney |
| 2014 | DAS | Multilingual Off-Line Handwriting Recognition in Real-World Images. | Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney |
| 2014 | EACL | Jane: Open Source Machine Translation System Combination. | Markus Freitag, Matthias Huck, Hermann Ney |
| 2014 | EACL | Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models. | Stephan Peitz, David Vilar, Hermann Ney |
| 2014 | EAMT | Translation model based weighting for phrase extraction. | Saab Mansour, Hermann Ney |
| 2014 | ECCV | Read My Lips: Continuous Signer Independent Weakly Supervised Viseme Recognition. | Oscar Koller, Hermann Ney, Richard Bowden |
| 2014 | EMNLP | Improved Decipherment of Homophonic Ciphers. | Malte Nuhn, Julian Schamper, Hermann Ney |
| 2014 | EMNLP | Translation Modeling with Bidirectional Recurrent Neural Networks. | Martin Sundermeyer, Tamer Alkhouli, Joern Wuebker, Hermann Ney |
| 2014 | ICASSP | Progress in dynamic network decoding. | David Nolden, Hagen Soltau, Hermann Ney |
| 2014 | ICASSP | A family of discriminative training criteria based on the F-divergence for deep neural networks. | Markus Nubaum-Thom, Xiaodong Cui, Ralf Schlter, Vaibhava Goel, Hermann Ney |
| 2014 | ICASSP | Multilingual MRASTA features for low-resource keyword search and speech recognition systems. | Zoltn Tske, David Nolden, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | The RWTH English lecture recognition system. | Simon Wiesler, Kazuki Irie, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | RASR/NN: The RWTH neural network toolkit for speech recognition. | Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2014 | ICASSP | Mean-normalized stochastic gradient for large-scale deep learning. | Simon Wiesler, Alexander Richard, Ralf Schlter, Hermann Ney |
| 2014 | ICFHR | Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. | Patrick Doetsch, Michal Kozielski, Hermann Ney |
| 2014 | ICFHR | Improvement of Context Dependent Modeling for Arabic Handwriting Recognition. | Mahdi Hamdani, Patrick Doetsch, Hermann Ney |
| 2014 | ICFHR | Open-Lexicon Language Modeling Combining Word and Character Levels. | Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlter, Hermann Ney |
| 2014 | ICFHR | Towards Unsupervised Learning for Handwriting Recognition. | Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney |
| 2014 | ICPR | Fine-Grained Visual Categorization with 2D-Warping. | Harald Hanselmann, Hermann Ney |
| 2014 | Interspeech | Word pair approximation for more efficient decoding with high-order language models. | David Nolden, Ralf Schlter, Hermann Ney |
| 2014 | Interspeech | Removing redundancy from lattices. | David Nolden, Hagen Soltau, Daniel Povey, Pegah Ghahremani, Lidia Mangu, Hermann Ney |
| 2014 | Interspeech | RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. | M. Ali Basha Shaik, Zoltn Tske, Muhammad Ali Tahir, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2014 | Interspeech | rwthlm - the RWTH aachen university neural network language modeling toolkit. | Martin Sundermeyer, Ralf Schlter, Hermann Ney |
| 2014 | Interspeech | Lattice decoding and rescoring with long-Span neural network language models. | Martin Sundermeyer, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2014 | Interspeech | Data augmentation, feature combination, and multilingual neural networks to improve ASR and KWS performance for low-resource languages. | Zoltn Tske, Pavel Golik, David Nolden, Ralf Schlter, Hermann Ney |
| 2014 | Interspeech | Acoustic modeling with deep neural networks using raw time signal for LVCSR. | Zoltn Tske, Pavel Golik, Ralf Schlter, Hermann Ney |
| 2014 | LREC | Extensions of the Sign Language Recognition and Translation Corpus RWTH-PHOENIX-Weather. | Jens Forster, Christoph Schmidt, Oscar Koller, Martin Bellgardt, Hermann Ney |
| 2013 | ACL | Advancements in Reordering Models for Statistical Machine Translation. | Minwei Feng, Jan-Thorsten Peter, Hermann Ney |
| 2013 | ACL | Decipherment Complexity in 1: 1 Substitution Ciphers. | Malte Nuhn, Hermann Ney |
| 2013 | ACL | Beam Search for Solving Substitution Ciphers. | Malte Nuhn, Julian Schamper, Hermann Ney |
| 2013 | ASRU | Efficient nearly error-less LVCSR decoding based on incremental forward and backward passes. | David Nolden, Ralf Schlter, Hermann Ney |
| 2013 | EMNLP | Improving Statistical Machine Translation with Word Class Models. | Joern Wuebker, Stephan Peitz, Felix Rietig, Hermann Ney |
| 2013 | IBPRIA | Modality Combination Techniques for Continuous Sign Language Recognition. | Jens Forster, Christian Oberdrfer, Oscar Koller, Hermann Ney |
| 2013 | IBPRIA | Pose-Invariant Face Recognition with a Two-Level Dynamic Programming Algorithm. | Harald Hanselmann, Hermann Ney, Philippe Dreuw |
| 2013 | ICASSP | Tandem HMM with convolutional neural network for handwritten word recognition. | Thodore Bluche, Hermann Ney, Christopher Kermorvant |
| 2013 | ICASSP | Open vocabulary handwriting recognition using combined word-level and character-level language models. | Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | Advanced search space pruning with acoustic look-ahead for WFST based LVCSR. | David Nolden, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | Feature combination and stacking of recurrent and non-recurrent neural networks for LVCSR. | Christian Plahl, Michal Kozielski, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | Comparison of feedforward and recurrent neural network language models. | Martin Sundermeyer, Ilya Oparin, Jean-Luc Gauvain, B. Freiberg, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | Deep hierarchical bottleneck MRASTA features for LVCSR. | Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2013 | ICASSP | A critical evaluation of stochastic algorithms for convex optimization. | Simon Wiesler, Alexander Richard, Ralf Schlter, Hermann Ney |
| 2013 | ICDAR | Feature Extraction with Convolutional Neural Networks for Handwritten Word Recognition. | Thodore Bluche, Hermann Ney, Christopher Kermorvant |
| 2013 | ICDAR | Open Vocabulary Arabic Handwriting Recognition Using Morphological Decomposition. | Mahdi Hamdani, Amr El-Desoky Mousa, Hermann Ney |
| 2013 | ICDAR | Improvements in RWTH's System for Off-Line Handwriting Recognition. | Michal Kozielski, Patrick Doetsch, Hermann Ney |
| 2013 | Interspeech | Cross-entropy vs. squared error training: a theoretical and experimental comparison. | Pavel Golik, Patrick Doetsch, Hermann Ney |
| 2013 | Interspeech | Development of the RWTH transcription system for slovenian. | Pavel Golik, Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Improving LVCSR with hidden conditional random fields for grapheme-to-phoneme conversion. | Stefan Hahn, Patrick Lehnen, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Structure learning in hidden conditional random fields for grapheme-to-phoneme conversion. | Patrick Lehnen, Alexandre Allauzen, Thomas Lavergne, Franois Yvon, Stefan Hahn, Hermann Ney |
| 2013 | Interspeech | Morpheme level hierarchical pitman-yor class-based language models for LVCSR of morphologically rich languages. | Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Relative error bounds for statistical classifiers based on the f-divergence. | Markus Nubaum-Thom, Eugen Beck, Tamer Alkhouli, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Feature-rich sub-lexical language models using a maximum entropy approach for German LVCSR. | M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2013 | Interspeech | Training log-linear acoustic models in higher-order polynomial feature space for speech recognition. | Muhammad Ali Tahir, Heyun Huang, Ralf Schlter, Hermann Ney, Louis ten Bosch, Bert Cranen, Lou Boves |
| 2013 | Interspeech | Multilingual hierarchical MRASTA features for ASR. | Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2013 | ITW | Novel tight classification error bounds under mismatch conditions based on f-Divergence. | Ralf Schlter, Markus Nubaum-Thom, Eugen Beck, Tamer Alkhouli, Hermann Ney |
| 2013 | NAACL | Phrase Training Based Adaptation for Statistical Machine Translation. | Saab Mansour, Hermann Ney |
| 2012 | ACL | Deciphering Foreign Language by Combining Language Models and Context Vectors. | Malte Nuhn, Arne Mauser, Hermann Ney |
| 2012 | ACL | Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation. | Joern Wuebker, Hermann Ney, Richard Zens |
| 2012 | COLING | A Tagging-style Reordering Model for Phrase-based SMT. | Minwei Feng, Hermann Ney |
| 2012 | COLING | Semantic Cohesion Model for Phrase-Based SMT. | Minwei Feng, Weiwei Sun, Hermann Ney |
| 2012 | COLING | Forced Derivations for Hierarchical Machine Translation. | Stephan Peitz, Arne Mauser, Joern Wuebker, Hermann Ney |
| 2012 | COLING | Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation. | Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, Hermann Ney |
| 2012 | CVPR | Enhanced continuous sign language recognition using PCA and neural network features. | Yannick L. Gweth, Christian Plahl, Hermann Ney |
| 2012 | EAMT | Discriminative Reordering Extensions for Hierarchical Phrase-Based Machine Translation. | Matthias Huck, Stephan Peitz, Markus Freitag, Hermann Ney |
| 2012 | ICASSP | Conditional leaving-one-out and cross-validation for discount estimation in Kneser-Ney-like extensions. | Jess Andrs-Ferrer, Martin Sundermeyer, Hermann Ney |
| 2012 | ICASSP | Overview of large scale optimization for discriminative training in speech recognition. | Dimitri Kanevsky, Georg Heigold, Stephen J. Wright, Hermann Ney |
| 2012 | ICASSP | Basis vector orthogonalization for an improved kernel gradient matching pursuit method. | Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2012 | ICASSP | Investigations on the use of morpheme level features in Language Models for Arabic LVCSR. | Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2012 | ICASSP | Joining advantages of word-conditioned and token-passing decoding. | David Nolden, David Rybach, Ralf Schlter, Hermann Ney |
| 2012 | ICASSP | Extended search space pruning in LVCSR. | David Nolden, Ralf Schlter, Hermann Ney |
| 2012 | ICASSP | Performance analysis of Neural Networks in combination with n-gram language models. | Ilya Oparin, Martin Sundermeyer, Hermann Ney, Jean-Luc Gauvain |
| 2012 | ICASSP | Silence is golden: Modeling non-speech events in WFST-based dynamic network decoders. | David Rybach, Ralf Schlter, Hermann Ney |
| 2012 | ICASSP | Comparison and combination of different CRBE based MLP features for LVCSR. | Zoltn Tske, Ralf Schlter, Hermann Ney |
| 2012 | ICFHR | Comparison of Bernoulli and Gaussian HMMs Using a Vertical Repositioning Technique for Off-Line Handwriting Recognition. | Patrick Doetsch, Mahdi Hamdani, Hermann Ney, Adri Gimnez, Jess Andrs-Ferrer, Alfons Juan |
| 2012 | ICFHR | Moment-Based Image Normalization for Handwritten Text Recognition. | Michal Kozielski, Jens Forster, Hermann Ney |
| 2012 | ICFHR | Analysis of Preprocessing Techniques for Latin Handwriting Recognition. | Hendrik Pesch, Mahdi Hamdani, Jens Forster, Hermann Ney |
| 2012 | Interspeech | Hidden Conditional Random Fields with M-to-N Alignments for Grapheme-to-Phoneme Conversion. | Patrick Lehnen, Stefan Hahn, Vlad-Andrei Guta, Hermann Ney |
| 2012 | Interspeech | Morpheme Level Feature-based Language Models for German LVCSR. | Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Search Space Pruning Based on Anticipated Path Recombination in LVCSR. | David Nolden, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Posterior-Scaled MPE: Novel Discriminative Training Criteria. | Markus Nubaum-Thom, Zoltn Tske, Georg Heigold, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Investigation of Maximum Entropy Hybrid Language Models for Open Vocabulary German and Polish LVCSR. | M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Hierarchical hybrid language models for open vocabulary continuous speech recognition using WFST. | M. Ali Basha Shaik, David Rybach, Stefan Hahn, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | LSTM Neural Networks for Language Modeling. | Martin Sundermeyer, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. | Muhammad Ali Tahir, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2012 | Interspeech | Context-Dependent MLPs for LVCSR: TANDEM, Hybrid or Both? | Zoltn Tske, Ralf Schlter, Hermann Ney, Martin Sundermeyer |
| 2012 | Interspeech | Accelerated Batch Learning of Convex Log-linear Models for LVCSR. | Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2012 | LREC | RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus. | Jens Forster, Christoph Schmidt, Thomas Hoyoux, Oscar Koller, Uwe Zelle, Justus H. Piater, Hermann Ney |
| 2012 | LREC | Arabic-Segmentation Combination Strategies for Statistical Machine Translation. | Saab Mansour, Hermann Ney |
| 2012 | NAACL | Insertion and Deletion Models for Statistical Machine Translation. | Matthias Huck, Hermann Ney |
| 2011 | ASRU | Cross-lingual portability of Chinese and english neural network features for French and German LVCSR. | Christian Plahl, Ralf Schlter, Hermann Ney |
| 2011 | ASRU | Discriminative splitting of Gaussian/log-linear mixture HMMs for speech recognition. | Muhammad Ali Tahir, Ralf Schlter, Hermann Ney |
| 2011 | ASRU | A convergence analysis of log-linear training and its application to speech recognition. | Simon Wiesler, Ralf Schlter, Hermann Ney |
| 2011 | EAMT | Advancements in Arabic-to-English Hierarchical Machine Translation. | Matthias Huck, David Vilar, Daniel Stein, Hermann Ney |
| 2011 | EMNLP | Lightly-Supervised Training for Hierarchical Phrase-Based Machine Translation. | Matthias Huck, David Vilar, Daniel Stein, Hermann Ney |
| 2011 | IBPRIA | The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition. | Leonid Pishchulin, Tobias Gass, Philippe Dreuw, Hermann Ney |
| 2011 | ICASSP | Powerful extensions to CRFS for grapheme to phoneme conversion. | Stefan Hahn, Patrick Lehnen, Hermann Ney |
| 2011 | ICASSP | EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion. | Georg Heigold, Stefan Hahn, Patrick Lehnen, Hermann Ney |
| 2011 | ICASSP | Subspace pursuit method for kernel-log-linear models. | Yotaro Kubo, Simon Wiesler, Ralf Schlter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi |
| 2011 | ICASSP | Incorporating alignments into Conditional Random Fields for grapheme to phoneme conversion. | Patrick Lehnen, Stefan Hahn, Andreas Guta, Hermann Ney |
| 2011 | ICASSP | Exploiting sparseness of backing-off language models for efficient look-ahead in LVCSR. | David Nolden, Hermann Ney, Ralf Schlter |
| 2011 | ICASSP | A comparative analysis of dynamic network decoding. | David Rybach, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | Using morpheme and syllable based sub-words for polish LVCSR. | M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | The RWTH 2010 Quaero ASR evaluation system for English, French, and German. | Martin Sundermeyer, Markus Nubaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlter, Hermann Ney |
| 2011 | ICASSP | Feature selection for log-linear acoustic models. | Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlter, Hermann Ney |
| 2011 | ICIP | 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 |
| 2011 | Interspeech | N-Grams for Conditional Random Fields or a Failure-Transition(f) Posterior for Acyclic FSTs. | Patrick Lehnen, Stefan Hahn, Hermann Ney |
| 2011 | Interspeech | Morpheme Based Factored Language Models for German LVCSR. | Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | Acoustic Look-Ahead for More Efficient Decoding in LVCSR. | David Nolden, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | Compound Word Recombination for German LVCSR. | Markus Nubaum-Thom, Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | Improved Acoustic Feature Combination for LVCSR by Neural Networks. | Christian Plahl, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | Hybrid Language Models Using Mixed Types of Sub-Lexical Units for Open Vocabulary German LVCSR. | M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | On the Estimation of Discount Parameters for Language Model Smoothing. | Martin Sundermeyer, Ralf Schlter, Hermann Ney |
| 2011 | Interspeech | Log-Linear Optimization of Second-Order Polynomial Features with Subsequent Dimension Reduction for Speech Recognition. | Muhammad Ali Tahir, Ralf Schlter, Hermann Ney |
| 2010 | ACL | Training Phrase Translation Models with Leaving-One-Out. | Joern Wuebker, Arne Mauser, Hermann Ney |
| 2010 | AMTA | A Source-side Decoding Sequence Model for Statistical Machine Translation. | Minwei Feng, Arne Mauser, Hermann Ney |
| 2010 | AMTA | A Comparison of Various Types of Extended Lexicon Models for Statistical Machine Translation. | Matthias Huck, Martin Ratajczak, Patrick Lehnen, Hermann Ney |
| 2010 | AMTA | A Cocktail of Deep Syntactic Features for Hierarchical Machine Translation. | Daniel Stein, Stephan Peitz, David Vilar, Hermann Ney |
| 2010 | ECCV | Tracking Benchmark Databases for Video-Based Sign Language Recognition. | Philippe Dreuw, Jens Forster, Hermann Ney |
| 2010 | ICASSP | Discriminative HMMS, log-linear models, and CRFS: What is the difference? | Georg Heigold, Simon Wiesler, Markus Nubaum-Thom, Patrick Lehnen, Ralf Schlter, Hermann Ney |
| 2010 | ICPR | Constrained Energy Minimization for Matching-Based Image Recognition. | Tobias Gass, Philippe Dreuw, Hermann Ney |
| 2010 | Interspeech | Discriminative adaptation for log-linear acoustic models. | Jonas Lf, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | Time conditioned search in automatic speech recognition reconsidered. | David Nolden, Hermann Ney, Ralf Schlter |
| 2010 | Interspeech | The RWTH 2009 quaero ASR evaluation system for English and German. | Markus Nubaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | Hierarchical bottle neck features for LVCSR. | Christian Plahl, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | Revisiting VTLN using linear transformation on conventional MFCC. | Doddipatla Rama Sanand, Ralf Schlter, Hermann Ney |
| 2010 | Interspeech | On the relation of Bayes risk, word error, and word posteriors in ASR. | Ralf Schlter, Markus Nubaum-Thom, Hermann Ney |
| 2010 | Interspeech | Direct observation of pruning errors (DOPE): a search analysis tool. | Volker Steinbiss, Martin Sundermeyer, Hermann Ney |
| 2010 | Interspeech | A discriminative splitting criterion for phonetic decision trees. | Simon Wiesler, Georg Heigold, Markus Nubaum-Thom, Ralf Schlter, Hermann Ney |
| 2010 | LREC | The SignSpeak Project - Bridging the Gap Between Signers and Speakers. | Philippe Dreuw, Hermann Ney, Gregorio Martnez Prez, Onno Crasborn, Justus H. Piater, Jose Miguel Moya, Mark Wheatley |
| 2010 | NAACL | A Hybrid Morphologically Decomposed Factored Language Models for Arabic LVCSR. | Amr El-Desoky, Ralf Schlter, Hermann Ney |
| 2009 | ASRU | Generalized likelihood ratio discriminant analysis. | Muhammad Ali Tahir, Georg Heigold, Christian Plahl, Ralf Schlter, Hermann Ney |
| 2009 | ASRU | Investigations on features for log-linear acoustic models in continuous speech recognition. | Simon Wiesler, Markus Nubaum-Thom, Georg Heigold, Ralf Schlter, Hermann Ney |
| 2009 | BMVC | SURF-Face: Face Recognition Under Viewpoint Consistency Constraints. | Philippe Dreuw, Pascal Steingrube, Harald Hanselmann, Hermann Ney |
| 2009 | BMVC | Log-Linear Mixtures for Object Class Recognition. | Tobias Weyand, Thomas Deselaers, Hermann Ney |
| 2009 | EAMT | On LM Heuristics for the Cube Growing Algorithm. | David Vilar, Hermann Ney |
| 2009 | EAMT | Are Unaligned Words Important for Machine Translation? | Yuqi Zhang, Evgeny Matusov, Hermann Ney |
| 2009 | EMNLP | Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models. | Arne Mauser, Sasa Hasan, Hermann Ney |
| 2009 | IBPRIA | Smoothed Disparity Maps for Continuous American Sign Language Recognition. | Philippe Dreuw, Pascal Steingrube, Thomas Deselaers, Hermann Ney |
| 2009 | ICASSP | Extensions of absolute discounting (Kneser-Ney method). | Jess Andrs-Ferrer, Hermann Ney |
| 2009 | ICASSP | Modified MPE/MMI in a transducer-based framework. | Georg Heigold, Ralf Schlter, Hermann Ney |
| 2009 | ICASSP | Audio segmentation for speech recognition using segment features. | David Rybach, Christian Gollan, Ralf Schlter, Hermann Ney |
| 2009 | ICDAR | Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. | Philippe Dreuw, Georg Heigold, Hermann Ney |
| 2009 | ICDAR | Writer Adaptive Training and Writing Variant Model Refinement for Offline Arabic Handwriting Recognition. | Philippe Dreuw, David Rybach, Christian Gollan, Hermann Ney |
| 2009 | Interspeech | Investigating the use of morphological decomposition and diacritization for improving Arabic LVCSR. | Amr El-Desoky, Christian Gollan, David Rybach, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | Optimizing CRFs for SLU tasks in various languages using modified training criteria. | Stefan Hahn, Patrick Lehnen, Georg Heigold, Hermann Ney |
| 2009 | Interspeech | Investigations on convex optimization using log-linear HMMs for digit string recognition. | Georg Heigold, David Rybach, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | Log-linear model combination with word-dependent scaling factors. | Bjrn Hoffmeister, Ruoying Liang, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | Bayes risk approximations using time overlap with an application to system combination. | Bjrn Hoffmeister, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | Large-scale Polish SLU. | Patrick Lehnen, Stefan Hahn, Hermann Ney, Agnieszka Mykowiecka |
| 2009 | Interspeech | Cross-language bootstrapping for unsupervised acoustic model training: rapid development of a Polish speech recognition system. | Jonas Lf, Christian Gollan, Hermann Ney |
| 2009 | Interspeech | Development of the GALE 2008 Mandarin LVCSR system. | Christian Plahl, Bjrn Hoffmeister, Georg Heigold, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2009 | Interspeech | The RWTH aachen university open source speech recognition system. | David Rybach, Christian Gollan, Georg Heigold, Bjrn Hoffmeister, Jonas Lf, Ralf Schlter, Hermann Ney |
| 2009 | NAACL | Comparison of Extended Lexicon Models in Search and Rescoring for SMT. | Sasa Hasan, Hermann Ney |
| 2008 | COLING | Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation. | Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney |
| 2008 | CVPR | Pan, zoom, scan - Time-coherent, trained automatic video cropping. | Thomas Deselaers, Philippe Dreuw, Hermann Ney |
| 2008 | EMNLP | Triplet Lexicon Models for Statistical Machine Translation. | Sasa Hasan, Juri Ganitkevitch, Hermann Ney, Jess Andrs-Ferrer |
| 2008 | EMNLP | Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network. | Gregor Leusch, Evgeny Matusov, Hermann Ney |
| 2008 | ICASSP | A GIS-like training algorithm for log-linear models with hidden variables. | Georg Heigold, Thomas Deselaers, Ralf Schlter, Hermann Ney |
| 2008 | ICML | Modified MMI/MPE: a direct evaluation of the margin in speech recognition. | Georg Heigold, Thomas Deselaers, Ralf Schlter, Hermann Ney |