Hermann Ney

Publication Activity (10 Years)

Years Active: 1978-2024
Publications (10 Years): 279

Top Venues

CoRR

INTERSPEECH

ICASSP

WMT

Braunschweig University of Technology, Germany (PHD)

Education History

Braunschweig University of Technology, Germany

PHD

Publications

David Thulke, Yingbo Gao, Petrus Pelser, Rein Brune, Rricha Jalota, Floris Fok, Michael Ramos, Ian van Wyk, Abdallah Nasir, Hayden Goldstein, Taylor Tragemann, Katie Nguyen, Ariana Fowler, Andrew Stanco, Jon Gabriel, Jordan Taylor, Dean Moro, Evgenii Tsymbalov, Juliette de Waal, Evgeny Matusov, Mudar Yaghi, Mohammad Shihadah, Hermann Ney, Christian Dugast, Jonathan Dotan, Daniel Erasmus
ClimateGPT: Towards AI Synthesizing Interdisciplinary Research on Climate Change. CoRR (2024)
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers. ICASSP (2023)
Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney
Improving Language Model Integration for Neural Machine Translation. ACL (Findings) (2023)
Tina Raissi, Christoph Lüscher, Moritz Gunz, Ralf Schlüter, Hermann Ney
Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think. CoRR (2023)
Daniel Mann, Tina Raissi, Wilfried Michel, Ralf Schlüter, Hermann Ney
End-To-End Training of a Neural HMM with Label and Transition Probabilities. ASRU (2023)
Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
Document-Level Language Models for Machine Translation. WMT (2023)
Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney
On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers. CoRR (2023)
Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney
Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition. CoRR (2023)
Peter Vieting, Ralf Schlüter, Hermann Ney
Comparative Analysis of the wav2vec 2.0 Feature Extractor. CoRR (2023)
Christian Herold, Hermann Ney
Improving Long Context Document-Level Machine Translation. CoRR (2023)
Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney
Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers. CoRR (2023)
Christian Herold, Hermann Ney
On Search Strategies for Document-Level Neural Machine Translation. ACL (Findings) (2023)
Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney
Investigating The Effect of Language Models in Sequence Discriminative Training For Neural Transducers. ASRU (2023)
Christian Herold, Hermann Ney
On Search Strategies for Document-Level Neural Machine Translation. CoRR (2023)
Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney
Improving Language Model Integration for Neural Machine Translation. CoRR (2023)
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
Task-oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10. CoRR (2023)
Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lüscher, Ralf Schlüter, Hermann Ney
Enhancing and Adversarial: Improve ASR with Speaker Labels. ICASSP (2023)
Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney
Document-Level Language Models for Machine Translation. CoRR (2023)
Christoph Lüscher, Jingjing Xu, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney
Improving And Analyzing Neural Speaker Embeddings for ASR. CoRR (2023)
Wei Zhou, Eugen Beck, Simon Berger, Ralf Schlüter, Hermann Ney
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition. CoRR (2023)
Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney
Efficient Utilization of Large Pre-Trained Models for Low Resource ASR. ICASSP Workshops (2023)
Daniel Mann, Tina Raissi, Wilfried Michel, Ralf Schlüter, Hermann Ney
End-to-End Training of a Neural HMM with Label and Transition Probabilities. CoRR (2023)
Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney
Efficient Use of Large Pre-Trained Models for Low Resource ASR. CoRR (2022)
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. CoRR (2022)
Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney
Improving the Training Recipe for a Robust Conformer-based Hybrid Model. CoRR (2022)
Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lüscher, Ralf Schlüter, Hermann Ney
Enhancing and Adversarial: Improve ASR with Speaker Labels. CoRR (2022)
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. EMNLP (Findings) (2022)
Tina Raissi, Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch. CoRR (2022)
Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney
Efficient Sequence Training of Attention Models Using Approximative Recombination. ICASSP (2022)
Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney
On Language Model Integration for RNN Transducer Based Speech Recognition. ICASSP (2022)
Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
Is Encoder-Decoder Redundant for Neural Machine Translation? CoRR (2022)
Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Wilfried Michel, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney
Conformer-Based Hybrid ASR System For Switchboard Dataset. ICASSP (2022)
Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers. CoRR (2022)
Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney
Self-Normalized Importance Sampling for Neural Language Modeling. INTERSPEECH (2022)
Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney
Monotonic Segmental Attention for Automatic Speech Recognition. SLT (2022)
Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token. CoRR (2022)
Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney
Improving the Training Recipe for a Robust Conformer-based Hybrid Model. INTERSPEECH (2022)
Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
Is Encoder-Decoder Redundant for Neural Machine Translation? AACL/IJCNLP (1) (2022)
Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney
Automatic Learning of Subword Dependent Model Scales. INTERSPEECH (2022)
Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney
Improving Factored Hybrid HMM Acoustic Modeling without State Tying. ICASSP (2022)
Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
Revisiting Checkpoint Averaging for Neural Machine Translation. CoRR (2022)
Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney
Monotonic segmental attention for automatic speech recognition. CoRR (2022)
Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney
Improving Factored Hybrid HMM Acoustic Modeling without State Tying. CoRR (2022)
Baohao Liao, David Thulke, Sanjika Hewavitharana, Hermann Ney, Christof Monz
Mask More and Mask Later: Efficient Pre-training of Masked Language Models by Disentangling the [MASK] Token. EMNLP (Findings) (2022)
Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney
Efficient Training of Neural Transducer for Speech Recognition. CoRR (2022)
Frithjof Petrick, Jan Rosendahl, Christian Herold, Hermann Ney
Locality-Sensitive Hashing for Long Context Neural Machine Translation. IWSLT@ACL (2022)
Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney
Does Joint Training Really Help Cascaded Speech Translation? CoRR (2022)
Tina Raissi, Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney
HMM vs. CTC for Automatic Speech Recognition: Comparison Based on Full-Sum Training from Scratch. SLT (2022)
Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney
Detecting Various Types of Noise for Neural Machine Translation. ACL (Findings) (2022)
Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney
Efficient Training of Neural Transducer for Speech Recognition. INTERSPEECH (2022)
Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney
Does Joint Training Really Help Cascaded Speech Translation? EMNLP (2022)
Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney
Revisiting Checkpoint Averaging for Neural Machine Translation. AACL/IJCNLP (Findings) (2022)
Christoph Lüscher, Mohammad Zeineldeen, Zijian Yang, Peter Vieting, Khai Le-Duc, Weiyue Wang, Ralf Schlüter, Hermann Ney
Development of Hybrid ASR Systems for Low Resource Medical Domain Conversational Telephone Speech. CoRR (2022)
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
Towards Reinforcement Learning for Pivot-based Neural Machine Translation with Non-autoregressive Transformer. CoRR (2021)
Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition. Interspeech (2021)
Albert Zeyer, Ralf Schlüter, Hermann Ney
A study of latent monotonic attention variants. CoRR (2021)
Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. Interspeech (2021)
Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. CoRR (2021)
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer. IWSLT (2021)
Evgeniia Tokarchuk, Jan Rosendahl, Weiyue Wang, Pavel Petrushkov, Tomer Lancewicki, Shahram Khadivi, Hermann Ney
Integrated Training for Sequence-to-Sequence Models Using Non-Autoregressive Transformer. CoRR (2021)
Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney
Automatic Learning of Subword Dependent Model Scales. CoRR (2021)
Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney
Feature Replacement and Combination for Hybrid ASR Systems. CoRR (2021)
Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney
Data Filtering using Cross-Lingual Word Embeddings. NAACL-HLT (2021)
Parnia Bahar, Tobias Bieschke, Ralf Schlüter, Hermann Ney
Tight Integrated End-to-End Training for Cascaded Speech Translation. SLT (2021)
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog. CoRR (2021)
Parnia Bahar, Christopher Brix, Hermann Ney
Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling Using a Two-Dimensional Grid. SLT (2021)
David Thulke, Nico Daheim, Christian Dugast, Hermann Ney
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model. CoRR (2021)
Weiyue Wang, Zijian Yang, Yingbo Gao, Hermann Ney
Transformer-Based Direct Hidden Markov Model for Machine Translation. ACL (student) (2021)
Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney
Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition. ICASSP (2021)
Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition. CoRR (2021)
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures. CoRR (2021)
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
Investigating Methods to Improve Language Model Integration for Attention-Based Encoder-Decoder ASR Models. Interspeech (2021)
Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition. CoRR (2021)
Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney
On Sampling-Based Training Criteria for Neural Language Modeling. CoRR (2021)
Mohammad Zeineldeen, Aleksandr Glushko, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney
Investigating Methods to Improve Language Model Integration for Attention-based Encoder-Decoder ASR Models. CoRR (2021)
Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures. ASRU (2021)
Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney
Self-Normalized Importance Sampling for Neural Language Modeling. CoRR (2021)
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog. CoRR (2021)
Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney
Efficient Sequence Training of Attention Models using Approximative Recombination. CoRR (2021)
Albert Zeyer, Ralf Schlüter, Hermann Ney
Why does CTC result in peaky behavior? CoRR (2021)
Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney
Librispeech Transducer Model with Internal Language Model Prior Correction. CoRR (2021)
Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney
On Language Model Integration for RNN Transducer based Speech Recognition. CoRR (2021)
Hermann Ney
Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning. Interspeech (2021)
Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney
Librispeech Transducer Model with Internal Language Model Prior Correction. Interspeech (2021)
Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Wilfried Michel, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney
Conformer-based Hybrid ASR System for Switchboard Dataset. CoRR (2021)
Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition. ACL (student) (2021)
Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney
On Architectures and Training for Raw Waveform Feature Extraction in ASR. ASRU (2021)
Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney
Towards Consistent Hybrid HMM Acoustic Modeling. CoRR (2021)
Nico Daheim, David Thulke, Christian Dugast, Hermann Ney
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog. DialDoc@ACL-IJCNLP (2021)
Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney
On Sampling-Based Training Criteria for Neural Language Modeling. Interspeech (2021)
Christopher Brix, Parnia Bahar, Hermann Ney
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. ACL (2020)
Zijian Yang, Yingbo Gao, Weiyue Wang, Hermann Ney
Predicting and Using Target Length in Neural Machine Translation. AACL/IJCNLP (2020)
Baohao Liao, Yingbo Gao, Hermann Ney
Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation. EMNLP (Findings) (2020)
Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney
Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR. ICASSP (2020)
Kazuki Irie, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney
How Much Self-Attention Do We Needƒ Trading Attention for Feed-Forward Layers. ICASSP (2020)
Yunsu Kim, Miguel Graça, Hermann Ney
When and Why is Unsupervised Neural Machine Translation Useless? EAMT (2020)
Wei Zhou, Ralf Schlüter, Hermann Ney
Robust Beam Search for Encoder-Decoder Attention Based Speech Recognition Without Length Bias. INTERSPEECH (2020)
Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney
A New Training Pipeline for an Improved Neural Transducer. INTERSPEECH (2020)
Yunsu Kim, Miguel Graça, Hermann Ney
When and Why is Unsupervised Neural Machine Translation Useless? CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hermann Ney