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ORCIDHermann Ney
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- affiliation: RWTH Aachen University, Germany
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2020 – today
- 2025
[i100]Tina Raissi, Ralf Schlüter, Hermann Ney:
Right Label Context in End-to-End Training of Time-Synchronous ASR Models. CoRR abs/2501.04521 (2025)- [i99]Zijian Yang, Vahe Eminyan, Ralf Schlüter, Hermann Ney:
Classification Error Bound for Low Bayes Error Conditions in Machine Learning. CoRR abs/2501.15977 (2025) - 2024
- [j101]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: 733-741 (2024) - [c730]David Thulke, Yingbo Gao, Rricha Jalota, Christian Dugast, Hermann Ney:
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization. FLLM 2024: 305-312 - [c729]Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Chunked Attention-Based Encoder-Decoder Model for Streaming Speech Recognition. ICASSP 2024: 11331-11335 - [c728]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
On the Relation Between Internal Language Model and Sequence Discriminative Training for Neural Transducers. ICASSP 2024: 12627-12631 - [c727]Zijian Yang, Vahe Eminyan, Ralf Schlüter, Hermann Ney:
Refined Statistical Bounds for Classification Error Mismatches with Constrained Bayes Error. ITW 2024: 283-288 - [i98]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 abs/2401.09646 (2024) - [i97]Tina Raissi, Christoph Lüscher, Simon Berger, Ralf Schlüter, Hermann Ney:
Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality. CoRR abs/2407.11641 (2024) - [i96]Zijian Yang, Vahe Eminyan, Ralf Schlüter, Hermann Ney:
Refined Statistical Bounds for Classification Error Mismatches with Constrained Bayes Error. CoRR abs/2409.01309 (2024) - [i95]Robin Schmitt, Albert Zeyer, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney:
The Conformer Encoder May Reverse the Time Dimension. CoRR abs/2410.00680 (2024) - [i94]David Thulke, Yingbo Gao, Rricha Jalota, Christian Dugast, Hermann Ney:
Prompting and Fine-Tuning of Small LLMs for Length-Controllable Telephone Call Summarization. CoRR abs/2410.18624 (2024) - 2023
- [c726]Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney:
Improving Language Model Integration for Neural Machine Translation. ACL (Findings) 2023: 7114-7123 - [c725]Christian Herold, Hermann Ney:
On Search Strategies for Document-Level Neural Machine Translation. ACL (Findings) 2023: 12827-12836 - [c724]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: 1-8 - [c723]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
Investigating The Effect of Language Models in Sequence Discriminative Training For Neural Transducers. ASRU 2023: 1-8 - [c722]Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney:
Efficient Utilization of Large Pre-Trained Models for Low Resource ASR. ICASSP Workshops 2023: 1-5 - [c721]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers. ICASSP 2023: 1-5 - [c720]Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lüscher, Ralf Schlüter, Hermann Ney:
Enhancing and Adversarial: Improve ASR with Speaker Labels. ICASSP 2023: 1-5 - [c719]Wei Zhou, Eugen Beck, Simon Berger, Ralf Schlüter, Hermann Ney:
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition. INTERSPEECH 2023: 4094-4098 - [c718]Tina Raissi, Christoph Lüscher, Moritz Gunz, Ralf Schlüter, Hermann Ney:
Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think. INTERSPEECH 2023: 4938-4942 - [c717]Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney:
Document-Level Language Models for Machine Translation. WMT 2023: 375-391 - [i93]Christoph Lüscher, Jingjing Xu, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney:
Improving And Analyzing Neural Speaker Embeddings for ASR. CoRR abs/2301.04571 (2023) - [i92]David Thulke, Nico Daheim, Christian Dugast, Hermann Ney:
Task-oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10. CoRR abs/2304.07101 (2023) - [i91]Wei Zhou, Eugen Beck, Simon Berger, Ralf Schlüter, Hermann Ney:
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition. CoRR abs/2305.17782 (2023) - [i90]Christian Herold, Yingbo Gao, Mohammad Zeineldeen, Hermann Ney:
Improving Language Model Integration for Neural Machine Translation. CoRR abs/2306.05077 (2023) - [i89]Christian Herold, Hermann Ney:
On Search Strategies for Document-Level Neural Machine Translation. CoRR abs/2306.05116 (2023) - [i88]Christian Herold, Hermann Ney:
Improving Long Context Document-Level Machine Translation. CoRR abs/2306.05183 (2023) - [i87]Tina Raissi, Christoph Lüscher, Moritz Gunz, Ralf Schlüter, Hermann Ney:
Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think. CoRR abs/2306.09517 (2023) - [i86]Peter Vieting, Ralf Schlüter, Hermann Ney:
Comparative Analysis of the wav2vec 2.0 Feature Extractor. CoRR abs/2308.04286 (2023) - [i85]Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition. CoRR abs/2309.08436 (2023) - [i84]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
On the Relation between Internal Language Model and Sequence Discriminative Training for Neural Transducers. CoRR abs/2309.14130 (2023) - [i83]Daniel Mann, Tina Raissi, Wilfried Michel, Ralf Schlüter, Hermann Ney:
End-to-End Training of a Neural HMM with Label and Transition Probabilities. CoRR abs/2310.02724 (2023) - [i82]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers. CoRR abs/2310.07345 (2023) - [i81]Frithjof Petrick, Christian Herold, Pavel Petrushkov, Shahram Khadivi, Hermann Ney:
Document-Level Language Models for Machine Translation. CoRR abs/2310.12303 (2023) - 2022
- [c716]Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney:
Detecting Various Types of Noise for Neural Machine Translation. ACL (Findings) 2022: 2542-2551 - [c715]Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. EMNLP (Findings) 2022: 1365-1381 - [c714]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: 1478-1492 - [c713]Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney:
Does Joint Training Really Help Cascaded Speech Translation? EMNLP 2022: 4480-4487 - [c712]Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Wilfried Michel, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney:
Conformer-Based Hybrid ASR System For Switchboard Dataset. ICASSP 2022: 7437-7441 - [c711]Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney:
Improving Factored Hybrid HMM Acoustic Modeling without State Tying. ICASSP 2022: 7442-7446 - [c710]Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney:
Efficient Sequence Training of Attention Models Using Approximative Recombination. ICASSP 2022: 8002-8006 - [c709]Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney:
On Language Model Integration for RNN Transducer Based Speech Recognition. ICASSP 2022: 8407-8411 - [c708]Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney:
Revisiting Checkpoint Averaging for Neural Machine Translation. AACL/IJCNLP (Findings) 2022: 188-196 - [c707]Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney:
Is Encoder-Decoder Redundant for Neural Machine Translation? AACL/IJCNLP (1) 2022: 562-574 - [c706]Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney:
Improving the Training Recipe for a Robust Conformer-based Hybrid Model. INTERSPEECH 2022: 1036-1040 - [c705]Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Efficient Training of Neural Transducer for Speech Recognition. INTERSPEECH 2022: 2058-2062 - [c704]Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney:
Self-Normalized Importance Sampling for Neural Language Modeling. INTERSPEECH 2022: 3909-3913 - [c703]Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney:
Automatic Learning of Subword Dependent Model Scales. INTERSPEECH 2022: 4133-4136 - [c702]Frithjof Petrick, Jan Rosendahl, Christian Herold, Hermann Ney:
Locality-Sensitive Hashing for Long Context Neural Machine Translation. IWSLT@ACL 2022: 32-42 - [c701]Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney:
Monotonic Segmental Attention for Automatic Speech Recognition. SLT 2022: 229-236 - [c700]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: 287-294 - [i80]Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney:
Improving Factored Hybrid HMM Acoustic Modeling without State Tying. CoRR abs/2201.09692 (2022) - [i79]Wei Zhou, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Efficient Training of Neural Transducer for Speech Recognition. CoRR abs/2204.10586 (2022) - [i78]Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Ralf Schlüter, Hermann Ney:
Improving the Training Recipe for a Robust Conformer-based Hybrid Model. CoRR abs/2206.12955 (2022) - [i77]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 abs/2210.09951 (2022) - [i76]Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney:
Revisiting Checkpoint Averaging for Neural Machine Translation. CoRR abs/2210.11803 (2022) - [i75]Yingbo Gao, Christian Herold, Zijian Yang, Hermann Ney:
Is Encoder-Decoder Redundant for Neural Machine Translation? CoRR abs/2210.11807 (2022) - [i74]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 abs/2210.13397 (2022) - [i73]Viet Anh Khoa Tran, David Thulke, Yingbo Gao, Christian Herold, Hermann Ney:
Does Joint Training Really Help Cascaded Speech Translation? CoRR abs/2210.13700 (2022) - [i72]Albert Zeyer, Robin Schmitt, Wei Zhou, Ralf Schlüter, Hermann Ney:
Monotonic segmental attention for automatic speech recognition. CoRR abs/2210.14742 (2022) - [i71]Peter Vieting, Christoph Lüscher, Julian Dierkes, Ralf Schlüter, Hermann Ney:
Efficient Use of Large Pre-Trained Models for Low Resource ASR. CoRR abs/2210.15445 (2022) - [i70]Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Controllable Factuality in Document-Grounded Dialog Systems Using a Noisy Channel Model. CoRR abs/2210.17418 (2022) - [i69]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 abs/2211.04898 (2022) - [i68]Wei Zhou, Haotian Wu, Jingjing Xu, Mohammad Zeineldeen, Christoph Lüscher, Ralf Schlüter, Hermann Ney:
Enhancing and Adversarial: Improve ASR with Speaker Labels. CoRR abs/2211.06369 (2022) - [i67]Zijian Yang, Wei Zhou, Ralf Schlüter, Hermann Ney:
Lattice-Free Sequence Discriminative Training for Phoneme-Based Neural Transducers. CoRR abs/2212.04325 (2022) - 2021
- [c699]Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney:
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition. ACL (student) 2021: 1-15 - [c698]Weiyue Wang, Zijian Yang, Yingbo Gao, Hermann Ney:
Transformer-Based Direct Hidden Markov Model for Machine Translation. ACL (student) 2021: 23-32 - [c697]Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog. DialDoc@ACL-IJCNLP 2021: 57-62 - [c696]Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney:
On Architectures and Training for Raw Waveform Feature Extraction in ASR. ASRU 2021: 267-274 - [c695]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: 788-795 - [c694]Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney:
Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition. ICASSP 2021: 5644-5648 - [c693]Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney:
On Sampling-Based Training Criteria for Neural Language Modeling. Interspeech 2021: 1877-1881 - [c692]Hermann Ney:
Forty Years of Speech and Language Processing: From Bayes Decision Rule to Deep Learning. Interspeech 2021 - [c691]Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Librispeech Transducer Model with Internal Language Model Prior Correction. Interspeech 2021: 2052-2056 - [c690]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: 2856-2860 - [c689]Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney:
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition. Interspeech 2021: 2886-2890 - [c688]Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney:
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. Interspeech 2021: 2891-2895 - [c687]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: 276-286 - [c686]Christian Herold, Jan Rosendahl, Joris Vanvinckenroye, Hermann Ney:
Data Filtering using Cross-Lingual Word Embeddings. NAACL-HLT 2021: 162-172 - [c685]Parnia Bahar, Tobias Bieschke, Ralf Schlüter, Hermann Ney:
Tight Integrated End-to-End Training for Cascaded Speech Translation. SLT 2021: 950-957 - [c684]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: 1065-1070 - [i66]David Thulke, Nico Daheim, Christian Dugast, Hermann Ney:
Efficient Retrieval Augmented Generation from Unstructured Knowledge for Task-Oriented Dialog. CoRR abs/2102.04643 (2021) - [i65]Albert Zeyer, Ralf Schlüter, Hermann Ney:
A study of latent monotonic attention variants. CoRR abs/2103.16710 (2021) - [i64]Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney:
Towards Consistent Hybrid HMM Acoustic Modeling. CoRR abs/2104.02387 (2021) - [i63]Albert Zeyer, André Merboldt, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Librispeech Transducer Model with Internal Language Model Prior Correction. CoRR abs/2104.03006 (2021) - [i62]Peter Vieting, Christoph Lüscher, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Feature Replacement and Combination for Hybrid ASR Systems. CoRR abs/2104.04298 (2021) - [i61]Nick Rossenbach, Mohammad Zeineldeen, Benedikt Hilmes, Ralf Schlüter, Hermann Ney:
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures. CoRR abs/2104.05379 (2021) - [i60]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 abs/2104.05544 (2021) - [i59]Wei Zhou, Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney:
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept. CoRR abs/2104.06104 (2021) - [i58]Wei Zhou, Mohammad Zeineldeen, Zuoyun Zheng, Ralf Schlüter, Hermann Ney:
Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition. CoRR abs/2104.09106 (2021) - [i57]Yingbo Gao, David Thulke, Alexander Gerstenberger, Khoa Viet Tran, Ralf Schlüter, Hermann Ney:
On Sampling-Based Training Criteria for Neural Language Modeling. CoRR abs/2104.10507 (2021) - [i56]Albert Zeyer, Ralf Schlüter, Hermann Ney:
Why does CTC result in peaky behavior? CoRR abs/2105.14849 (2021) - [i55]Nico Daheim, David Thulke, Christian Dugast, Hermann Ney:
Cascaded Span Extraction and Response Generation for Document-Grounded Dialog. CoRR abs/2106.07275 (2021) - [i54]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 abs/2109.12950 (2021) - [i53]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 abs/2109.13097 (2021) - [i52]Evgeniia Tokarchuk, David Thulke, Weiyue Wang, Christian Dugast, Hermann Ney:
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition. CoRR abs/2110.05892 (2021) - [i51]Wei Zhou, Zuoyun Zheng, Ralf Schlüter, Hermann Ney:
On Language Model Integration for RNN Transducer based Speech Recognition. CoRR abs/2110.06841 (2021) - [i50]Nils-Philipp Wynands, Wilfried Michel, Jan Rosendahl, Ralf Schlüter, Hermann Ney:
Efficient Sequence Training of Attention Models using Approximative Recombination. CoRR abs/2110.09245 (2021) - [i49]Felix Meyer, Wilfried Michel, Mohammad Zeineldeen, Ralf Schlüter, Hermann Ney:
Automatic Learning of Subword Dependent Model Scales. CoRR abs/2110.09324 (2021) - [i48]Mohammad Zeineldeen, Jingjing Xu, Christoph Lüscher, Wilfried Michel, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney:
Conformer-based Hybrid ASR System for Switchboard Dataset. CoRR abs/2111.03442 (2021) - [i47]Zijian Yang, Yingbo Gao, Alexander Gerstenberger, Jintao Jiang, Ralf Schlüter, Hermann Ney:
Self-Normalized Importance Sampling for Neural Language Modeling. CoRR abs/2111.06310 (2021) - [i46]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 abs/2112.08844 (2021) - 2020
- [j100]Oscar Koller, Necati Cihan Camgöz, Hermann Ney, Richard Bowden:
Weakly Supervised Learning with Multi-Stream CNN-LSTM-HMMs to Discover Sequential Parallelism in Sign Language Videos. IEEE Trans. Pattern Anal. Mach. Intell. 42(9): 2306-2320 (2020) - [c683]Christopher Brix, Parnia Bahar, Hermann Ney:
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. ACL 2020: 3909-3915 - [c682]Parnia Bahar, Nikita Makarov, Hermann Ney:
Investigation of Transformer-based Latent Attention Models for Neural Machine Translation. AMTA 2020: 7-20 - [c681]Matthias Huck, Hermann Ney:
Pivot Lightly-Supervised Training for Statistical Machine Translation. AMTA 2020 - [c680]Yingbo Gao, Baohao Liao, Hermann Ney:
Unifying Input and Output Smoothing in Neural Machine Translation. COLING 2020: 4361-4372 - [c679]Zhihong Lei, Weiyue Wang, Christian Dugast, Hermann Ney:
Neural Language Modeling for Named Entity Recognition. COLING 2020: 6937-6941 - [c678]Yunsu Kim, Miguel Graça, Hermann Ney:
When and Why is Unsupervised Neural Machine Translation Useless? EAMT 2020: 35-44 - [c677]Baohao Liao, Yingbo Gao, Hermann Ney:
Multi-Agent Mutual Learning at Sentence-Level and Token-Level for Neural Machine Translation. EMNLP (Findings) 2020: 1715-1724 - [c676]Kazuki Irie, Alexander Gerstenberger, Ralf Schlüter, Hermann Ney:
How Much Self-Attention Do We Need? Trading Attention for Feed-Forward Layers. ICASSP 2020: 6154-6158 - [c675]Wilfried Michel, Ralf Schlüter, Hermann Ney:
Frame-Level MMI as A Sequence Discriminative Training Criterion for LVCSR. ICASSP 2020: 6904-6908 - [c674]Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. ICASSP 2020: 7069-7073 - [c673]Vitalii Bozheniuk, Albert Zeyer, Ralf Schlüter, Hermann Ney:
A Comprehensive Study of Residual CNNS for Acoustic Modeling in ASR. ICASSP 2020: 7674-7678 - [c672]Mohammad Zeineldeen, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Layer-Normalized LSTM for Hybrid-Hmm and End-To-End ASR. ICASSP 2020: 7679-7683 - [c671]Wei Zhou, Ralf Schlüter, Hermann Ney:
Full-Sum Decoding for Hybrid Hmm Based Speech Recognition Using LSTM Language Model. ICASSP 2020: 7834-7838 - [c670]Wei Zhou, Wilfried Michel, Kazuki Irie, Markus Kitza, Ralf Schlüter, Hermann Ney:
The Rwth Asr System for Ted-Lium Release 2: Improving Hybrid Hmm With Specaugment. ICASSP 2020: 7839-7843 - [c669]Parnia Bahar, Nikita Makarov, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Exploring A Zero-Order Direct Hmm Based on Latent Attention for Automatic Speech Recognition. ICASSP 2020: 7854-7858 - [c668]Alexander Gerstenberger, Kazuki Irie, Pavel Golik, Eugen Beck, Hermann Ney:
Domain Robust, Fast, and Compact Neural Language Models. ICASSP 2020: 7954-7958 - [c667]Yingbo Gao, Weiyue Wang, Christian Herold, Zijian Yang, Hermann Ney:
Towards a Better Understanding of Label Smoothing in Neural Machine Translation. AACL/IJCNLP 2020: 212-223 - [c666]Zijian Yang, Yingbo Gao, Weiyue Wang, Hermann Ney:
Predicting and Using Target Length in Neural Machine Translation. AACL/IJCNLP 2020: 389-395 - [c665]Wei Zhou, Ralf Schlüter, Hermann Ney:
Robust Beam Search for Encoder-Decoder Attention Based Speech Recognition Without Length Bias. INTERSPEECH 2020: 1768-1772 - [c664]Eugen Beck, Ralf Schlüter, Hermann Ney:
LVCSR with Transformer Language Models. INTERSPEECH 2020: 1798-1802 - [c663]Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney:
A New Training Pipeline for an Improved Neural Transducer. INTERSPEECH 2020: 2812-2816 - [c662]Wilfried Michel, Ralf Schlüter, Hermann Ney:
Early Stage LM Integration Using Local and Global Log-Linear Combination. INTERSPEECH 2020: 3605-3609 - [c661]Jingjing Huo, Yingbo Gao, Weiyue Wang, Ralf Schlüter, Hermann Ney:
Investigation of Large-Margin Softmax in Neural Language Modeling. INTERSPEECH 2020: 3645-3649 - [c660]Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney:
Context-Dependent Acoustic Modeling Without Explicit Phone Clustering. INTERSPEECH 2020: 4377-4381 - [c659]Harald Hanselmann, Hermann Ney:
ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding. WACV 2020: 1236-1245 - [c658]Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney:
Diving Deep into Context-Aware Neural Machine Translation. WMT@EMNLP 2020: 604-616 - [c657]Peter Stanchev, Weiyue Wang, Hermann Ney:
Towards a Better Evaluation of Metrics for Machine Translation. WMT@EMNLP 2020: 928-933 - [e2]Marcello Federico, Alex Waibel, Kevin Knight, Satoshi Nakamura, Hermann Ney, Jan Niehues, Sebastian Stüker, Dekai Wu, Joseph Mariani, François Yvon:
Proceedings of the 17th International Conference on Spoken Language Translation, IWSLT 2020, Online, July 9 - 10, 2020. Association for Computational Linguistics 2020, ISBN 978-1-952148-07-1 [contents] - [i45]Wei Zhou, Wilfried Michel, Kazuki Irie, Markus Kitza, Ralf Schlüter, Hermann Ney:
The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment. CoRR abs/2004.00960 (2020) - [i44]Wei Zhou, Ralf Schlüter, Hermann Ney:
Full-Sum Decoding for Hybrid HMM based Speech Recognition using LSTM Language Model. CoRR abs/2004.00967 (2020) - [i43]Yunsu Kim, Miguel Graça, Hermann Ney:
When and Why is Unsupervised Neural Machine Translation Useless? CoRR abs/2004.10581 (2020) - [i42]Christopher Brix, Parnia Bahar, Hermann Ney:
Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture. CoRR abs/2005.03454 (2020) - [i41]Harald Hanselmann, Hermann Ney:
Fine-Grained Visual Classification with Efficient End-to-end Localization. CoRR abs/2005.05123 (2020) - [i40]Tina Raissi, Eugen Beck, Ralf Schlüter, Hermann Ney:
Context-Dependent Acoustic Modeling without Explicit Phone Clustering. CoRR abs/2005.07578 (2020) - [i39]Albert Zeyer, André Merboldt, Ralf Schlüter, Hermann Ney:
A New Training Pipeline for an Improved Neural Transducer. CoRR abs/2005.09319 (2020) - [i38]Albert Zeyer, Wei Zhou, Thomas Ng, Ralf Schlüter, Hermann Ney:
Investigations on Phoneme-Based End-To-End Speech Recognition. CoRR abs/2005.09336 (2020) - [i37]Wilfried Michel, Ralf Schlüter, Hermann Ney:
Early Stage LM Integration Using Local and Global Log-Linear Combination. CoRR abs/2005.10049 (2020) - [i36]Jingjing Huo, Yingbo Gao, Weiyue Wang, Ralf Schlüter, Hermann Ney:
Investigation of Large-Margin Softmax in Neural Language Modeling. CoRR abs/2005.10089 (2020) - [i35]Jingjing Huo, Christian Herold, Yingbo Gao, Leonard Dahlmann, Shahram Khadivi, Hermann Ney:
Diving Deep into Context-Aware Neural Machine Translation. CoRR abs/2010.09482 (2020) - [i34]Wei Zhou, Simon Berger, Ralf Schlüter, Hermann Ney:
Phoneme Based Neural Transducer for Large Vocabulary Speech Recognition. CoRR abs/2010.16368 (2020) - [i33]Parnia Bahar, Christopher Brix, Hermann Ney:
Two-Way Neural Machine Translation: A Proof of Concept for Bidirectional Translation Modeling using a Two-Dimensional Grid. CoRR abs/2011.12165 (2020) - [i32]Parnia Bahar, Tobias Bieschke, Ralf Schlüter, Hermann Ney:
Tight Integrated End-to-End Training for Cascaded Speech Translation. CoRR abs/2011.12167 (2020)
2010 – 2019
- 2019
- [j99]Ralf Schlüter, Eugen Beck, Hermann Ney:
Upper and Lower Tight Error Bounds for Feature Omission with an Extension to Context Reduction. IEEE Trans. Pattern Anal. Mach. Intell. 41(2): 502-514 (2019) - [j98]Muhammad Ali Tahir, Heyun Huang, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Training of reduced-rank linear transformations for multi-layer polynomial acoustic features for speech recognition. Speech Commun. 110: 56-63 (2019) - [c656]Yunsu Kim, Yingbo Gao, Hermann Ney:
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies. ACL (1) 2019: 1246-1257 - [c655]Albert Zeyer, Parnia Bahar, Kazuki Irie, Ralf Schlüter, Hermann Ney:
A Comparison of Transformer and LSTM Encoder Decoder Models for ASR. ASRU 2019: 8-15 - [c654]Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Training Language Models for Long-Span Cross-Sentence Evaluation. ASRU 2019: 419-426 - [c653]Parnia Bahar, Tobias Bieschke, Hermann Ney:
A Comparative Study on End-to-End Speech to Text Translation. ASRU 2019: 792-799 - [c652]Yunsu Kim, Duc Thanh Tran, Hermann Ney:
When and Why is Document-level Context Useful in Neural Machine Translation? DiscoMT@EMNLP 2019: 24-34 - [c651]Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney:
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. EMNLP/IJCNLP (1) 2019: 866-876 - [c650]Yingbo Gao, Weiyue Wang, Hermann Ney:
uniblock: Scoring and Filtering Corpus with Unicode Block Information. EMNLP/IJCNLP (1) 2019: 1324-1329 - [c649]Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney:
On Using 2D Sequence-to-sequence Models for Speech Recognition. ICASSP 2019: 5671-5675 - [c648]Tobias Menne, Ralf Schlüter, Hermann Ney:
Investigation into Joint Optimization of Single Channel Speech Enhancement and Acoustic Modeling for Robust ASR. ICASSP 2019: 6660-6664 - [c647]Christoph Lüscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney:
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention. INTERSPEECH 2019: 231-235 - [c646]Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney:
Cumulative Adaptation for BLSTM Acoustic Models. INTERSPEECH 2019: 754-758 - [c645]André Merboldt, Albert Zeyer, Ralf Schlüter, Hermann Ney:
An Analysis of Local Monotonic Attention Variants. INTERSPEECH 2019: 1398-1402 - [c644]Wilfried Michel, Ralf Schlüter, Hermann Ney:
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR. INTERSPEECH 2019: 1601-1605 - [c643]Tobias Menne, Ilya Sklyar, Ralf Schlüter, Hermann Ney:
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech. INTERSPEECH 2019: 2638-2642 - [c642]Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Language Modeling with Deep Transformers. INTERSPEECH 2019: 3905-3909 - [c641]Anna Piunova, Eugen Beck, Ralf Schlüter, Hermann Ney:
Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings. INTERSPEECH 2019: 4205-4209 - [c640]Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney:
On Using SpecAugment for End-to-End Speech Translation. IWSLT 2019 - [c639]Yingbo Gao, Christian Herold, Weiyue Wang, Hermann Ney:
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification. IWSLT 2019 - [c638]Jan Rosendahl, Viet Anh Khoa Tran, Weiyue Wang, Hermann Ney:
Analysis of Positional Encodings for Neural Machine Translation. IWSLT 2019 - [c637]Yunsu Kim, Hendrik Rosendahl, Nick Rossenbach, Jan Rosendahl, Shahram Khadivi, Hermann Ney:
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron. RepL4NLP@ACL 2019: 61-71 - [c636]Miguel Graça, Yunsu Kim, Julian Schamper, Shahram Khadivi, Hermann Ney:
Generalizing Back-Translation in Neural Machine Translation. WMT (1) 2019: 45-52 - [c635]Jan Rosendahl, Christian Herold, Yunsu Kim, Miguel Graça, Weiyue Wang, Parnia Bahar, Yingbo Gao, Hermann Ney:
The RWTH Aachen University Machine Translation Systems for WMT 2019. WMT (2) 2019: 349-355 - [c634]Peter Stanchev, Weiyue Wang, Hermann Ney:
EED: Extended Edit Distance Measure for Machine Translation. WMT (2) 2019: 514-520 - [i31]Qihui Feng, Weiyue Wang, Evgeniia Tokarchuk, Christian Dugast, Hermann Ney:
Data Processing Techniques for the TAC-KBP 2019 EDL Task. TAC 2019 - [i30]Yunsu Kim, Andreas Guta, Joern Wuebker, Hermann Ney:
A Comparative Study on Vocabulary Reduction for Phrase Table Smoothing. CoRR abs/1901.01574 (2019) - [i29]Yunsu Kim, Julian Schamper, Hermann Ney:
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. CoRR abs/1901.01577 (2019) - [i28]Yunsu Kim, Jiahui Geng, Hermann Ney:
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. CoRR abs/1901.01590 (2019) - [i27]Christoph Lüscher, Eugen Beck, Kazuki Irie, Markus Kitza, Wilfried Michel, Albert Zeyer, Ralf Schlüter, Hermann Ney:
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention - w/o Data Augmentation. CoRR abs/1905.03072 (2019) - [i26]Tobias Menne, Ilya Sklyar, Ralf Schlüter, Hermann Ney:
Analysis of Deep Clustering as Preprocessing for Automatic Speech Recognition of Sparsely Overlapping Speech. CoRR abs/1905.03500 (2019) - [i25]Kazuki Irie, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Language Modeling with Deep Transformers. CoRR abs/1905.04226 (2019) - [i24]Yunsu Kim, Yingbo Gao, Hermann Ney:
Effective Cross-lingual Transfer of Neural Machine Translation Models without Shared Vocabularies. CoRR abs/1905.05475 (2019) - [i23]Yunsu Kim, Hendrik Rosendahl, Nick Rossenbach, Jan Rosendahl, Shahram Khadivi, Hermann Ney:
Learning Bilingual Sentence Embeddings via Autoencoding and Computing Similarities with a Multilayer Perceptron. CoRR abs/1906.01942 (2019) - [i22]Markus Kitza, Pavel Golik, Ralf Schlüter, Hermann Ney:
Cumulative Adaptation for BLSTM Acoustic Models. CoRR abs/1906.06207 (2019) - [i21]Miguel Graça, Yunsu Kim, Julian Schamper, Shahram Khadivi, Hermann Ney:
Generalizing Back-Translation in Neural Machine Translation. CoRR abs/1906.07286 (2019) - [i20]Eugen Beck, Wei Zhou, Ralf Schlüter, Hermann Ney:
LSTM Language Models for LVCSR in First-Pass Decoding and Lattice-Rescoring. CoRR abs/1907.01030 (2019) - [i19]Wilfried Michel, Ralf Schlüter, Hermann Ney:
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR. CoRR abs/1907.01409 (2019) - [i18]Yingbo Gao, Weiyue Wang, Hermann Ney:
uniblock: Scoring and Filtering Corpus with Unicode Block Information. CoRR abs/1908.09716 (2019) - [i17]Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney:
Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages. CoRR abs/1909.09524 (2019) - [i16]Yunsu Kim, Duc Thanh Tran, Hermann Ney:
When and Why is Document-level Context Useful in Neural Machine Translation? CoRR abs/1910.00294 (2019) - [i15]Yingbo Gao, Christian Herold, Weiyue Wang, Hermann Ney:
Exploring Kernel Functions in the Softmax Layer for Contextual Word Classification. CoRR abs/1910.12554 (2019) - [i14]Harald Hanselmann, Hermann Ney:
ELoPE: Fine-Grained Visual Classification with Efficient Localization, Pooling and Embedding. CoRR abs/1911.07344 (2019) - [i13]Parnia Bahar, Tobias Bieschke, Hermann Ney:
A Comparative Study on End-to-end Speech to Text Translation. CoRR abs/1911.08870 (2019) - [i12]Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney:
On Using SpecAugment for End-to-End Speech Translation. CoRR abs/1911.08876 (2019) - [i11]Parnia Bahar, Albert Zeyer, Ralf Schlüter, Hermann Ney:
On using 2D sequence-to-sequence models for speech recognition. CoRR abs/1911.08888 (2019) - [i10]Nick Rossenbach, Albert Zeyer, Ralf Schlüter, Hermann Ney:
Generating Synthetic Audio Data for Attention-Based Speech Recognition Systems. CoRR abs/1912.09257 (2019) - 2018
- [j97]Oscar Koller, Sepehr Zargaran, Hermann Ney, Richard Bowden:
Deep Sign: Enabling Robust Statistical Continuous Sign Language Recognition via Hybrid CNN-HMMs. Int. J. Comput. Vis. 126(12): 1311-1325 (2018) - [c633]Eugen Beck, Albert Zeyer, Patrick Doetsch, André Merboldt, Ralf Schlüter, Hermann Ney:
Sequence Modeling and Alignment for LVCSR-Systems. ITG Symposium on Speech Communication 2018: 1-5 - [c632]Albert Zeyer, Tamer Alkhouli, Hermann Ney:
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. ACL (4) 2018: 128-133 - [c631]Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney:
Neural Hidden Markov Model for Machine Translation. ACL (2) 2018: 377-382 - [c630]Necati Cihan Camgöz, Simon Hadfield, Oscar Koller, Hermann Ney, Richard Bowden:
Neural Sign Language Translation. CVPR 2018: 7784-7793 - [c629]Jan-Thorsten Peter, Eugen Beck, Hermann Ney:
Sisyphus, a Workflow Manager Designed for Machine Translation and Automatic Speech Recognition. EMNLP (Demonstration) 2018: 84-89 - [c628]Yunsu Kim, Jiahui Geng, Hermann Ney:
Improving Unsupervised Word-by-Word Translation with Language Model and Denoising Autoencoder. EMNLP 2018: 862-868 - [c627]Parnia Bahar, Christopher Brix, Hermann Ney:
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. EMNLP 2018: 3009-3015 - [c626]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:
MLLP-UPV and RWTH Aachen Spanish ASR Systems for the IberSpeech-RTVE 2018 Speech-to-Text Transcription Challenge. IberSPEECH 2018: 257-261 - [c625]Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Acoustic Modeling of Speech Waveform Based on Multi-Resolution, Neural Network Signal Processing. ICASSP 2018: 4859-4863 - [c624]Kazuki Irie, Zhihong Lei, Ralf Schlüter, Hermann Ney:
Prediction of LSTM-RNN Full Context States as a Subtask for N-Gram Feedforward Language Models. ICASSP 2018: 6104-6108 - [c623]Harald Hanselmann, Hermann Ney:
Optimizing Energies for Pose-Invariant Face Recognition. ICPR 2018: 3463-3468 - [c622]Albert Zeyer, Kazuki Irie, Ralf Schlüter, Hermann Ney:
Improved Training of End-to-end Attention Models for Speech Recognition. INTERSPEECH 2018: 7-11 - [c621]Kazuki Irie, Zhihong Lei, Liuhui Deng, Ralf Schlüter, Hermann Ney:
Investigation on Estimation of Sentence Probability by Combining Forward, Backward and Bi-directional LSTM-RNNs. INTERSPEECH 2018: 392-395 - [c620]Eugen Beck, Mirko Hannemann, Patrick Dötsch, Ralf Schlüter, Hermann Ney:
Segmental Encoder-Decoder Models for Large Vocabulary Automatic Speech Recognition. INTERSPEECH 2018: 766-770 - [c619]Markus Kitza, Ralf Schlüter, Hermann Ney:
Comparison of BLSTM-Layer-Specific Affine Transformations for Speaker Adaptation. INTERSPEECH 2018: 877-881 - [c618]Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Investigation on LSTM Recurrent N-gram Language Models for Speech Recognition. INTERSPEECH 2018: 3358-3362 - [c617]Tobias Menne, Ralf Schlüter, Hermann Ney:
Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition. SLT 2018: 535-541 - [c616]Christian Herold, Yingbo Gao, Hermann Ney:
Improving Neural Language Models with Weight Norm Initialization and Regularization. WMT 2018: 93-100 - [c615]Tamer Alkhouli, Gabriel Bretschner, Hermann Ney:
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation. WMT 2018: 177-185 - [c614]Miguel Graça, Yunsu Kim, Julian Schamper, Jiahui Geng, Hermann Ney:
The RWTH Aachen University English-German and German-English Unsupervised Neural Machine Translation Systems for WMT 2018. WMT (shared task) 2018: 377-385 - [c613]Julian Schamper, Jan Rosendahl, Parnia Bahar, Yunsu Kim, Arne Nix, Hermann Ney:
The RWTH Aachen University Supervised Machine Translation Systems for WMT 2018. WMT (shared task) 2018: 496-503 - [c612]Nick Rossenbach, Jan Rosendahl, Yunsu Kim, Miguel Graça, Aman Gokrani, Hermann Ney:
The RWTH Aachen University Filtering System for the WMT 2018 Parallel Corpus Filtering Task. WMT (shared task) 2018: 946-954 - [i9]Albert Zeyer, Kazuki Irie, Ralf Schlüter, Hermann Ney:
Improved training of end-to-end attention models for speech recognition. CoRR abs/1805.03294 (2018) - [i8]Albert Zeyer, Tamer Alkhouli, Hermann Ney:
RETURNN as a Generic Flexible Neural Toolkit with Application to Translation and Speech Recognition. CoRR abs/1805.05225 (2018) - [i7]Tobias Menne, Ralf Schlüter, Hermann Ney:
Speaker Adapted Beamforming for Multi-Channel Automatic Speech Recognition. CoRR abs/1806.07407 (2018) - [i6]Tamer Alkhouli, Gabriel Bretschner, Hermann Ney:
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation. CoRR abs/1809.03985 (2018) - [i5]Parnia Bahar, Christopher Brix, Hermann Ney:
Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation. CoRR abs/1810.03975 (2018) - 2017
- [j96]Patrick Doetsch, Mirko Hannemann, Ralf Schlüter, Hermann Ney:
Inverted Alignments for End-to-End Automatic Speech Recognition. IEEE J. Sel. Top. Signal Process. 11(8): 1265-1273 (2017) - [j95]Qun Liu, Xiaodong He, Hermann Ney:
Editorial. Mach. Transl. 31(1-2): 1-2 (2017) - [j94]Parnia Bahar, Tamer Alkhouli, Jan-Thorsten Peter, Christopher Brix, Hermann Ney:
Empirical Investigation of Optimization Algorithms in Neural Machine Translation. Prague Bull. Math. Linguistics 108: 13-26 (2017) - [j93]Jan-Thorsten Peter, Arne Nix, Hermann Ney:
Generating Alignments Using Target Foresight in Attention-Based Neural Machine Translation. Prague Bull. Math. Linguistics 108: 27-36 (2017) - [c611]Weiyue Wang, Tamer Alkhouli, Derui Zhu, Hermann Ney:
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. ACL (2) 2017: 125-131 - [c610]Harald Hanselmann, Shen Yan, Hermann Ney:
Deep fisher faces. BMVC 2017 - [c609]Oscar Koller, Sepehr Zargaran, Hermann Ney:
Re-Sign: Re-Aligned End-to-End Sequence Modelling with Deep Recurrent CNN-HMMs. CVPR 2017: 3416-3424 - [c608]Yunsu Kim, Julian Schamper, Hermann Ney:
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes. EACL (2) 2017: 650-656 - [c607]Markus Nußbaum-Thom, Ralf Schlüter, Vaibhava Goel, Hermann Ney:
Noisy objective functions based on the f-divergence. ICASSP 2017: 2327-2331 - [c606]Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney:
A comprehensive study of deep bidirectional LSTM RNNS for acoustic modeling in speech recognition. ICASSP 2017: 2462-2466 - [c605]Albert Zeyer, Ilia Kulikov, Ralf Schlüter, Hermann Ney:
Faster sequence training. ICASSP 2017: 5285-5289 - [c604]Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilia Kulikov, Ralf Schlüter, Hermann Ney:
Returnn: The RWTH extensible training framework for universal recurrent neural networks. ICASSP 2017: 5345-5349 - [c603]Kazuki Irie, Pavel Golik, Ralf Schlüter, Hermann Ney:
Investigations on byte-level convolutional neural networks for language modeling in low resource speech recognition. ICASSP 2017: 5740-5744 - [c602]Albert Zeyer, Eugen Beck, Ralf Schlüter, Hermann Ney:
CTC in the Context of Generalized Full-Sum HMM Training. INTERSPEECH 2017: 944-948 - [c601]Zoltán Tüske, Wilfried Michel, Ralf Schlüter, Hermann Ney:
Parallel Neural Network Features for Improved Tandem Acoustic Modeling. INTERSPEECH 2017: 1651-1655 - [c600]Parnia Bahar, Jan Rosendahl, Nick Rossenbach, Hermann Ney:
The RWTH Aachen Machine Translation Systems for IWSLT 2017. IWSLT 2017: 29-34 - [c599]Pavel Golik, Zoltán Tüske, Kazuki Irie, Eugen Beck, Ralf Schlüter, Hermann Ney:
The 2016 RWTH Keyword Search System for Low-Resource Languages. SPECOM 2017: 719-730 - [c598]Tamer Alkhouli, Hermann Ney:
Biasing Attention-Based Recurrent Neural Networks Using External Alignment Information. WMT 2017: 108-117 - [c597]Jan-Thorsten Peter, Hermann Ney, Ondrej Bojar, Ngoc-Quan Pham, Jan Niehues, Alex Waibel, Franck Burlot, François Yvon, Marcis Pinnis, Valters Sics, Jasmijn Bastings, Miguel Rios, Wilker Aziz, Philip Williams, Frédéric Blain, Lucia Specia:
The QT21 Combined Machine Translation System for English to Latvian. WMT 2017: 348-357 - [c596]Jan-Thorsten Peter, Andreas Guta, Tamer Alkhouli, Parnia Bahar, Jan Rosendahl, Nick Rossenbach, Miguel Graça, Hermann Ney:
The RWTH Aachen University English-German and German-English Machine Translation System for WMT 2017. WMT 2017: 358-365 - [i4]Markus Freitag, Jan-Thorsten Peter, Stephan Peitz, Minwei Feng, Hermann Ney:
Local System Voting Feature for Machine Translation System Combination. CoRR abs/1702.03033 (2017) - [i3]Patrick Doetsch, Pavel Golik, Hermann Ney:
A comprehensive study of batch construction strategies for recurrent neural networks in MXNet. CoRR abs/1705.02414 (2017) - 2016
- [c595]Jan-Thorsten Peter, Weiyue Wang, Hermann Ney:
Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation. ACL (2) 2016 - [c594]Oscar Koller, Sepehr Zargaran, Hermann Ney, Richard Bowden:
Deep Sign: Hybrid CNN-HMM for Continuous Sign Language Recognition. BMVC 2016 - [c593]Théodore Bluche, Christopher Kermorvant, Hermann Ney, Jérôme Louradour:
La CTC et son intrigant label « blank » : étude comparative de méthodes d'entraînement de réseaux de neurones pour la reconnaissance d'écriture. CORIA-CIFED 2016: 39-54 - [c592]Oscar Koller, Hermann Ney, Richard Bowden:
Deep Hand: How to Train a CNN on 1 Million Hand Images When Your Data is Continuous and Weakly Labelled. CVPR 2016: 3793-3802 - [c591]Harald Hanselmann, Hermann Ney:
Learning Local Convolutional Features for Face Recognition with 2D-Warping. ECCV Workshops (3) 2016: 747-758 - [c590]Zoltán Tüske, Kazuki Irie, Ralf Schlüter, Hermann Ney:
Investigation on log-linear interpolation of multi-domain neural network language model. ICASSP 2016: 6005-6009 - [c589]Dewi Suryani, Patrick Doetsch, Hermann Ney:
On the Benefits of Convolutional Neural Network Combinations in Offline Handwriting Recognition. ICFHR 2016: 193-198 - [c588]Paul Voigtlaender, Patrick Doetsch, Hermann Ney:
Handwriting Recognition with Large Multidimensional Long Short-Term Memory Recurrent Neural Networks. ICFHR 2016: 228-233 - [c587]Patrick Doetsch, Albert Zeyer, Hermann Ney:
Bidirectional Decoder Networks for Attention-Based End-to-End Offline Handwriting Recognition. ICFHR 2016: 361-366 - [c586]Albert Zeyer, Ralf Schlüter, Hermann Ney:
Towards Online-Recognition with Deep Bidirectional LSTM Acoustic Models. INTERSPEECH 2016: 3424-3428 - [c585]Kazuki Irie, Zoltán Tüske, Tamer Alkhouli, Ralf Schlüter, Hermann Ney:
LSTM, GRU, Highway and a Bit of Attention: An Empirical Overview for Language Modeling in Speech Recognition. INTERSPEECH 2016: 3519-3523 - [c584]Wilfried Michel, Zoltán Tüske, M. Ali Basha Shaik, Ralf Schlüter, Hermann Ney:
The RWTH Aachen LVCSR system for IWSLT-2016 German Skype conversation recognition task. IWSLT 2016 - [c583]Jan-Thorsten Peter, Andreas Guta, Nick Rossenbach, Miguel Graça, Hermann Ney:
The RWTH Aachen Machine Translation System for IWSLT 2016. IWSLT 2016 - [c582]Tamer Alkhouli, Gabriel Bretschner, Jan-Thorsten Peter, Mohammed Hethnawi, Andreas Guta, Hermann Ney:
Alignment-Based Neural Machine Translation. WMT 2016: 54-65 - [c581]Yunsu Kim, Andreas Guta, Joern Wuebker, Hermann Ney:
A Comparative Study on Vocabulary Reduction for Phrase Table Smoothing. WMT 2016: 110-117 - [c580]Jan-Thorsten Peter, Tamer Alkhouli, Hermann Ney, Matthias Huck, Fabienne Braune, Alexander M. Fraser, Ales Tamchyna, Ondrej Bojar, Barry Haddow, Rico Sennrich, Frédéric Blain, Lucia Specia, Jan Niehues, Alex Waibel, Alexandre Allauzen, Lauriane Aufrant, Franck Burlot, Elena Knyazeva, Thomas Lavergne, François Yvon, Marcis Pinnis, Stella Frank:
The QT21/HimL Combined Machine Translation System. WMT 2016: 344-355 - [c579]Jan-Thorsten Peter, Tamer Alkhouli, Andreas Guta, Hermann Ney:
The RWTH Aachen University English-Romanian Machine Translation System for WMT 2016. WMT 2016: 356-361 - [c578]Weiyue Wang, Jan-Thorsten Peter, Hendrik Rosendahl, Hermann Ney:
CharacTer: Translation Edit Rate on Character Level. WMT 2016: 505-510 - [i2]Albert Zeyer, Patrick Doetsch, Paul Voigtlaender, Ralf Schlüter, Hermann Ney:
A Comprehensive Study of Deep Bidirectional LSTM RNNs for Acoustic Modeling in Speech Recognition. CoRR abs/1606.06871 (2016) - [i1]Patrick Doetsch, Albert Zeyer, Paul Voigtlaender, Ilya Kulikov, Ralf Schlüter, Hermann Ney:
RETURNN: The RWTH Extensible Training framework for Universal Recurrent Neural Networks. CoRR abs/1608.00895 (2016) - 2015
- [j92]Oscar Koller, Jens Forster, Hermann Ney:
Continuous sign language recognition: Towards large vocabulary statistical recognition systems handling multiple signers. Comput. Vis. Image Underst. 141: 108-125 (2015) - [j91]Martin Sundermeyer, Hermann Ney, Ralf Schlüter:
From Feedforward to Recurrent LSTM Neural Networks for Language Modeling. IEEE ACM Trans. Audio Speech Lang. Process. 23(3): 517-529 (2015) - [c577]Malte Nuhn, Julian Schamper, Hermann Ney:
UNRAVEL - A Decipherment Toolkit. ACL (2) 2015: 549-553 - [c576]Jia Cui, Brian Kingsbury, Bhuvana Ramabhadran, Abhinav Sethy, Kartik Audhkhasi, Xiaodong Cui, Ellen Kislal, Lidia Mangu, Markus Nußbaum-Thom, Michael Picheny, Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney, Mark J. F. Gales, Kate M. Knill, Anton Ragni, Haipeng Wang, Philip C. Woodland:
Multilingual representations for low resource speech recognition and keyword search. ASRU 2015: 259-266 - [c575]Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney:
Speaker adaptive joint training of Gaussian mixture models and bottleneck features. ASRU 2015: 596-603 - [c574]Andreas Guta, Tamer Alkhouli, Jan-Thorsten Peter, Joern Wuebker, Hermann Ney:
A Comparison between Count and Neural Network Models Based on Joint Translation and Reordering Sequences. EMNLP 2015: 1401-1411 - [c573]Harald Hanselmann, Hermann Ney:
Speeding up 2D-warping for pose-invariant face recognition. FG 2015: 1-7 - [c572]Paul Voigtlaender, Patrick Doetsch, Simon Wiesler, Ralf Schlüter, Hermann Ney:
Sequence-discriminative training of recurrent neural networks. ICASSP 2015: 2100-2104 - [c571]Zoltán Tüske, Muhammad Ali Tahir, Ralf Schlüter, Hermann Ney:
Integrating Gaussian mixtures into deep neural networks: Softmax layer with hidden variables. ICASSP 2015: 4285-4289 - [c570]Simon Wiesler, Pavel Golik, Ralf Schlüter, Hermann Ney:
Investigations on sequence training of neural networks. ICASSP 2015: 4565-4569 - [c569]Muhammad Ali Tahir, Simon Wiesler, Ralf Schlüter, Hermann Ney:
Investigation of mixture splitting concept for training linear bottlenecks of deep neural network acoustic models. ICASSP 2015: 4614-4618 - [c568]M. Ali Basha Shaik, Amr El-Desoky Mousa, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Improved strategies for a zero oov rate LVCSR system. ICASSP 2015: 5048-5052 - [c567]Oscar Koller, Hermann Ney, Richard Bowden:
Deep Learning of Mouth Shapes for Sign Language. ICCV Workshops 2015: 477-483 - [c566]Théodore Bluche, Hermann Ney, Jérôme Louradour, Christopher Kermorvant:
Framewise and CTC training of Neural Networks for handwriting recognition. ICDAR 2015: 81-85 - [c565]Théodore Bluche, Hermann Ney, Christopher Kermorvant:
The LIMSI handwriting recognition system for the HTRtS 2014 contest. ICDAR 2015: 86-90 - [c564]Mahdi Hamdani, Patrick Doetsch, Hermann Ney:
Bagging by design for continuous Handwriting Recognition using multi-objective particle swarm optimization. ICDAR 2015: 256-260 - [c563]Mahdi Hamdani, M. Ali Basha Shaik, Patrick Doetsch, Hermann Ney:
Investigation of Segmental Conditional Random Fields for large vocabulary handwriting recognition. ICDAR 2015: 261-265 - [c562]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Convolutional neural networks for acoustic modeling of raw time signal in LVCSR. INTERSPEECH 2015: 26-30 - [c561]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Multilingual features based keyword search for very low-resource languages. INTERSPEECH 2015: 1260-1264 - [c560]Eugen Beck, Ralf Schlüter, Hermann Ney:
Error bounds for context reduction and feature omission. INTERSPEECH 2015: 1280-1284 - [c559]Rami Botros, Kazuki Irie, Martin Sundermeyer, Hermann Ney:
On efficient training of word classes and their application to recurrent neural network language models. INTERSPEECH 2015: 1443-1447 - [c558]Kazuki Irie, Ralf Schlüter, Hermann Ney:
Bag-of-words input for long history representation in neural network-based language models for speech recognition. INTERSPEECH 2015: 2371-2375 - [c557]M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
Improvements in RWTH LVCSR evaluation systems for Polish, Portuguese, English, urdu, and Arabic. INTERSPEECH 2015: 3154-3158 - [c556]Jan-Thorsten Peter, Farzad Toutounchi, Stephan Peitz, Parnia Bahar, Andreas Guta, Hermann Ney:
The RWTH Aachen machine translation system for IWSLT 2015. IWSLT (Evaluation Campaign) 2015 - [c555]Joern Wuebker, Sebastian Muehr, Patrick Lehnen, Stephan Peitz, Hermann Ney:
A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training. HLT-NAACL 2015: 1516-1526 - [c554]Jan-Thorsten Peter, Farzad Toutounchi, Joern Wuebker, Hermann Ney:
The RWTH Aachen German-English Machine Translation System for WMT 2015. WMT@EMNLP 2015: 158-163 - [c553]Andreas Guta, Joern Wuebker, Miguel Graça, Yunsu Kim, Hermann Ney:
Extended Translation Models in Phrase-based Decoding. WMT@EMNLP 2015: 282-293 - [c552]Tamer Alkhouli, Felix Rietig, Hermann Ney:
Investigations on Phrase-based Decoding with Recurrent Neural Network Language and Translation Models. WMT@EMNLP 2015: 294-303 - [c551]Markus Freitag, Jan-Thorsten Peter, Stephan Peitz, Minwei Feng, Hermann Ney:
Local System Voting Feature for Machine Translation System Combination. WMT@EMNLP 2015: 467-476 - 2014
- [c550]Malte Nuhn, Hermann Ney:
EM Decipherment for Large Vocabularies. ACL (2) 2014: 759-764 - [c549]Joern Wuebker, Hermann Ney, Adria A. Martinez-Villaronga, Adrià Giménez, Alfons Juan, Christophe Servan, Marc Dymetman, Shachar Mirkin:
Comparison of data selection techniques for the translation of video lectures. AMTA 2014: 193-207 - [c548]Mahdi Hamdani, Patrick Doetsch, Michal Kozielski, Amr El-Desoky Mousa, Hermann Ney:
The RWTH Large Vocabulary Arabic Handwriting Recognition System. Document Analysis Systems 2014: 111-115 - [c547]Michal Kozielski, Patrick Doetsch, Mahdi Hamdani, Hermann Ney:
Multilingual Off-Line Handwriting Recognition in Real-World Images. Document Analysis Systems 2014: 121-125 - [c546]Markus Freitag, Matthias Huck, Hermann Ney:
Jane: Open Source Machine Translation System Combination. EACL 2014: 29-32 - [c545]Stephan Peitz, David Vilar, Hermann Ney:
Simple and Effective Approach for Consistent Training of Hierarchical Phrase-based Translation Models. EACL 2014: 174-179 - [c544]Saab Mansour, Hermann Ney:
Translation model based weighting for phrase extraction. EAMT 2014: 35-43 - [c543]Oscar Koller, Hermann Ney, Richard Bowden:
Read My Lips: Continuous Signer Independent Weakly Supervised Viseme Recognition. ECCV (1) 2014: 281-296 - [c542]Martin Sundermeyer, Tamer Alkhouli, Joern Wuebker, Hermann Ney:
Translation Modeling with Bidirectional Recurrent Neural Networks. EMNLP 2014: 14-25 - [c541]Malte Nuhn, Julian Schamper, Hermann Ney:
Improved Decipherment of Homophonic Ciphers. EMNLP 2014: 1764-1768 - [c540]Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney:
Mean-normalized stochastic gradient for large-scale deep learning. ICASSP 2014: 180-184 - [c539]David Nolden, Hagen Soltau, Hermann Ney:
Progress in dynamic network decoding. ICASSP 2014: 3276-3280 - [c538]Simon Wiesler, Alexander Richard, Pavel Golik, Ralf Schlüter, Hermann Ney:
RASR/NN: The RWTH neural network toolkit for speech recognition. ICASSP 2014: 3281-3285 - [c537]Simon Wiesler, Kazuki Irie, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
The RWTH English lecture recognition system. ICASSP 2014: 3286-3290 - [c536]Markus Nußbaum-Thom, Xiaodong Cui, Ralf Schlüter, Vaibhava Goel, Hermann Ney:
A family of discriminative training criteria based on the F-divergence for deep neural networks. ICASSP 2014: 5612-5616 - [c535]Zoltán Tüske, David Nolden, Ralf Schlüter, Hermann Ney:
Multilingual MRASTA features for low-resource keyword search and speech recognition systems. ICASSP 2014: 7854-7858 - [c534]Patrick Doetsch, Michal Kozielski, Hermann Ney:
Fast and Robust Training of Recurrent Neural Networks for Offline Handwriting Recognition. ICFHR 2014: 279-284 - [c533]Michal Kozielski, Martin Matysiak, Patrick Doetsch, Ralf Schlüter, Hermann Ney:
Open-Lexicon Language Modeling Combining Word and Character Levels. ICFHR 2014: 343-348 - [c532]Mahdi Hamdani, Patrick Doetsch, Hermann Ney:
Improvement of Context Dependent Modeling for Arabic Handwriting Recognition. ICFHR 2014: 494-499 - [c531]Michal Kozielski, Malte Nuhn, Patrick Doetsch, Hermann Ney:
Towards Unsupervised Learning for Handwriting Recognition. ICFHR 2014: 549-554 - [c530]Harald Hanselmann, Hermann Ney:
Fine-Grained Visual Categorization with 2D-Warping. ICPR 2014: 608-613 - [c529]David Nolden, Ralf Schlüter, Hermann Ney:
Word pair approximation for more efficient decoding with high-order language models. INTERSPEECH 2014: 646-650 - [c528]David Nolden, Hagen Soltau, Daniel Povey, Pegah Ghahremani, Lidia Mangu, Hermann Ney:
Removing redundancy from lattices. INTERSPEECH 2014: 656-660 - [c527]Martin Sundermeyer, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Lattice decoding and rescoring with long-Span neural network language models. INTERSPEECH 2014: 661-665 - [c526]Zoltán Tüske, Pavel Golik, Ralf Schlüter, Hermann Ney:
Acoustic modeling with deep neural networks using raw time signal for LVCSR. INTERSPEECH 2014: 890-894 - [c525]M. Ali Basha Shaik, Zoltán Tüske, Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
RWTH LVCSR systems for quaero and EU-bridge: German, Polish, Spanish and Portuguese. INTERSPEECH 2014: 973-977 - [c524]Zoltán Tüske, Pavel Golik, David Nolden, Ralf Schlüter, Hermann Ney:
Data augmentation, feature combination, and multilingual neural networks to improve ASR and KWS performance for low-resource languages. INTERSPEECH 2014: 1420-1424 - [c523]Martin Sundermeyer, Ralf Schlüter, Hermann Ney:
rwthlm - the RWTH aachen university neural network language modeling toolkit. INTERSPEECH 2014: 2093-2097 - [c522]Markus Freitag, Joern Wuebker, Stephan Peitz, Hermann Ney, Matthias Huck, Alexandra Birch, Nadir Durrani, Philipp Koehn, Mohammed Mediani, Isabel Slawik, Jan Niehues, Eunach Cho, Alex Waibel, Nicola Bertoldi, Mauro Cettolo, Marcello Federico:
Combined spoken language translation. IWSLT (Evaluation Campaign) 2014 - [c521]Stephan Peitz, Markus Freitag, Hermann Ney:
Better punctuation prediction with hierarchical phrase-based translation. IWSLT 2014 - [c520]Joern Wuebker, Stephan Peitz, Andreas Guta, Hermann Ney:
The RWTH Aachen machine translation systems for IWSLT 2014. IWSLT (Evaluation Campaign) 2014 - [c519]Jens Forster, Christoph Schmidt, Oscar Koller, Martin Bellgardt, Hermann Ney:
Extensions of the Sign Language Recognition and Translation Corpus RWTH-PHOENIX-Weather. LREC 2014: 1911-1916 - [c518]Carla Parra Escartín, Stephan Peitz, Hermann Ney:
German Compounds and Statistical Machine Translation. Can they get along? MWE@EACL 2014: 48-56 - [c517]Théodore Bluche, Hermann Ney, Christopher Kermorvant:
A Comparison of Sequence-Trained Deep Neural Networks and Recurrent Neural Networks Optical Modeling for Handwriting Recognition. SLSP 2014: 199-210 - [c516]Tamer Alkhouli, Andreas Guta, Hermann Ney:
Vector Space Models for Phrase-based Machine Translation. SSST@EMNLP 2014: 1-10 - [c515]Markus Freitag, Stephan Peitz, Joern Wuebker, Hermann Ney, Matthias Huck, Rico Sennrich, Nadir Durrani, Maria Nadejde, Philip Williams, Philipp Koehn, Teresa Herrmann, Eunah Cho, Alex Waibel:
EU-BRIDGE MT: Combined Machine Translation. WMT@ACL 2014: 105-113 - [c514]Stephan Peitz, Joern Wuebker, Markus Freitag, Hermann Ney:
The RWTH Aachen German-English Machine Translation System for WMT 2014. WMT@ACL 2014: 157-162 - [c513]Saab Mansour, Hermann Ney:
Unsupervised Adaptation for Statistical Machine Translation. WMT@ACL 2014: 457-465 - 2013
- [j90]Matthias Huck, Erik Scharwächter, Hermann Ney:
Source-Side Discontinuous Phrases for Machine Translation: A Comparative Study on Phrase Extraction and Search. Prague Bull. Math. Linguistics 99: 17-38 (2013) - [j89]David Rybach, Hermann Ney, Ralf Schlüter:
Lexical Prefix Tree and WFST: A Comparison of Two Dynamic Search Concepts for LVCSR. IEEE Trans. Speech Audio Process. 21(6): 1295-1307 (2013) - [j88]Georg Heigold, Hermann Ney, Ralf Schlüter:
Investigations on an EM-Style Optimization Algorithm for Discriminative Training of HMMs. IEEE ACM Trans. Audio Speech Lang. Process. 21(12): 2616-2626 (2013) - [c512]Minwei Feng, Jan-Thorsten Peter, Hermann Ney:
Advancements in Reordering Models for Statistical Machine Translation. ACL (1) 2013: 322-332 - [c511]Malte Nuhn, Hermann Ney:
Decipherment Complexity in 1: 1 Substitution Ciphers. ACL (1) 2013: 615-621 - [c510]Malte Nuhn, Julian Schamper, Hermann Ney:
Beam Search for Solving Substitution Ciphers. ACL (1) 2013: 1568-1576 - [c509]David Nolden, Ralf Schlüter, Hermann Ney:
Efficient nearly error-less LVCSR decoding based on incremental forward and backward passes. ASRU 2013: 66-71 - [c508]Joern Wuebker, Stephan Peitz, Felix Rietig, Hermann Ney:
Improving Statistical Machine Translation with Word Class Models. EMNLP 2013: 1377-1381 - [c507]Oscar Koller, Hermann Ney, Richard Bowden:
May the force be with you: Force-aligned signwriting for automatic subunit annotation of corpora. FG 2013: 1-6 - [c506]Hermann Ney:
Statistical MT Systems Revisited: How much Hybridity do they have? HyTra@ACL 2013: 7 - [c505]Harald Hanselmann, Hermann Ney, Philippe Dreuw:
Pose-Invariant Face Recognition with a Two-Level Dynamic Programming Algorithm. IbPRIA 2013: 11-20 - [c504]Jens Forster, Christian Oberdörfer, Oscar Koller, Hermann Ney:
Modality Combination Techniques for Continuous Sign Language Recognition. IbPRIA 2013: 89-99 - [c503]Théodore Bluche, Hermann Ney, Christopher Kermorvant:
Tandem HMM with convolutional neural network for handwritten word recognition. ICASSP 2013: 2390-2394 - [c502]Christian Plahl, Michal Kozielski, Ralf Schlüter, Hermann Ney:
Feature combination and stacking of recurrent and non-recurrent neural networks for LVCSR. ICASSP 2013: 6714-6718 - [c501]David Nolden, Ralf Schlüter, Hermann Ney:
Advanced search space pruning with acoustic look-ahead for WFST based LVCSR. ICASSP 2013: 6734-6738 - [c500]Simon Wiesler, Alexander Richard, Ralf Schlüter, Hermann Ney:
A critical evaluation of stochastic algorithms for convex optimization. ICASSP 2013: 6955-6959 - [c499]Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Deep hierarchical bottleneck MRASTA features for LVCSR. ICASSP 2013: 6970-6974 - [c498]Michal Kozielski, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Open vocabulary handwriting recognition using combined word-level and character-level language models. ICASSP 2013: 8257-8261 - [c497]Martin Sundermeyer, Ilya Oparin, Jean-Luc Gauvain, B. Freiberg, Ralf Schlüter, Hermann Ney:
Comparison of feedforward and recurrent neural network language models. ICASSP 2013: 8430-8434 - [c496]Mahdi Hamdani, Amr El-Desoky Mousa, Hermann Ney:
Open Vocabulary Arabic Handwriting Recognition Using Morphological Decomposition. ICDAR 2013: 280-284 - [c495]Théodore Bluche, Hermann Ney, Christopher Kermorvant:
Feature Extraction with Convolutional Neural Networks for Handwritten Word Recognition. ICDAR 2013: 285-289 - [c494]Michal Kozielski, Patrick Doetsch, Hermann Ney:
Improvements in RWTH's System for Off-Line Handwriting Recognition. ICDAR 2013: 935-939 - [c493]Stefan Hahn, Patrick Lehnen, Simon Wiesler, Ralf Schlüter, Hermann Ney:
Improving LVCSR with hidden conditional random fields for grapheme-to-phoneme conversion. INTERSPEECH 2013: 495-499 - [c492]Pavel Golik, Patrick Doetsch, Hermann Ney:
Cross-entropy vs. squared error training: a theoretical and experimental comparison. INTERSPEECH 2013: 1756-1760 - [c491]Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Ralf Schlüter, Hermann Ney:
Relative error bounds for statistical classifiers based on the f-divergence. INTERSPEECH 2013: 2197-2201 - [c490]Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Multilingual hierarchical MRASTA features for ASR. INTERSPEECH 2013: 2222-2226 - [c489]Patrick Lehnen, Alexandre Allauzen, Thomas Lavergne, François Yvon, Stefan Hahn, Hermann Ney:
Structure learning in hidden conditional random fields for grapheme-to-phoneme conversion. INTERSPEECH 2013: 2326-2330 - [c488]Pavel Golik, Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Development of the RWTH transcription system for slovenian. INTERSPEECH 2013: 3107-3111 - [c487]Muhammad Ali Tahir, Heyun Huang, Ralf Schlüter, Hermann Ney, Louis ten Bosch, Bert Cranen, Lou Boves:
Training log-linear acoustic models in higher-order polynomial feature space for speech recognition. INTERSPEECH 2013: 3352-3355 - [c486]M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Feature-rich sub-lexical language models using a maximum entropy approach for German LVCSR. INTERSPEECH 2013: 3404-3408 - [c485]Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlüter, Hermann Ney:
Morpheme level hierarchical pitman-yor class-based language models for LVCSR of morphologically rich languages. INTERSPEECH 2013: 3409-3413 - [c484]Ralf Schlüter, Markus Nußbaum-Thom, Eugen Beck, Tamer Alkhouli, Hermann Ney:
Novel tight classification error bounds under mismatch conditions based on f-Divergence. ITW 2013: 1-5 - [c483]Markus Freitag, Stephan Peitz, Joern Wuebker, Hermann Ney, Nadir Durrani, Matthias Huck, Philipp Koehn, Thanh-Le Ha, Jan Niehues, Mohammed Mediani, Teresa Herrmann, Alex Waibel, Nicola Bertoldi, Mauro Cettolo, Marcello Federico:
EU-BRIDGE MT: text translation of talks in the EU-BRIDGE project. IWSLT (Evaluation Campaign) 2013 - [c482]Christoph Schmidt, Oscar Koller, Hermann Ney, Thomas Hoyoux, Justus H. Piater:
Using viseme recognition to improve a sign language translation system. IWSLT 2013 - [c481]M. Ali Basha Shaik, Zoltán Tüske, Simon Wiesler, Markus Nußbaum-Thom, Stephan Peitz, Ralf Schlüter, Hermann Ney:
The RWTH Aachen German and English LVCSR systems for IWSLT-2013. IWSLT (Evaluation Campaign) 2013 - [c480]Joern Wuebker, Stephan Peitz, Tamer Alkhouli, Jan-Thorsten Peter, Minwei Feng, Markus Freitag, Hermann Ney:
The RWTH Aachen machine translation systems for IWSLT 2013. IWSLT (Evaluation Campaign) 2013 - [c479]Jens Forster, Christoph Schmidt, Hermann Ney:
SIGNSPEAK: Scientific Understanding and Vision-based Technological Development for Continuous Sign Language Recognition and Translation. MTSummit (European projects) 2013 - [c478]Markus Freitag, Minwei Feng, Matthias Huck, Stephan Peitz, Hermann Ney:
Reverse Word Order Model. MTSummit 2013 - [c477]Patrick Lehnen, Jan-Thorsten Peter, Joern Wuebker, Stephan Peitz, Hermann Ney:
(Hidden) Conditional Random Fields Using Intermediate Classes for Statistical Machine Translation. MTSummit 2013 - [c476]Saab Mansour, Hermann Ney:
Phrase Training Based Adaptation for Statistical Machine Translation. HLT-NAACL 2013: 649-654 - [c475]Minwei Feng, Markus Freitag, Hermann Ney, Bianka Buschbeck, Jean Senellart, Jin Yang:
The System Combination RWTH Aachen: SYSTRAN for the NTCIR-10 PatentMT Evaluation. NTCIR 2013 - [c474]Minwei Feng, Christoph Schmidt, Joern Wuebker, Markus Freitag, Hermann Ney:
The RWTH Aachen System for NTCIR-10 PatentMT. NTCIR 2013 - [c473]Jens Forster, Oscar Koller, Christian Oberdörfer, Yannick L. Gweth, Hermann Ney:
Improving Continuous Sign Language Recognition: Speech Recognition Techniques and System Design. SLPAT 2013: 41-46 - [c472]Matthias Huck, David Vilar, Markus Freitag, Hermann Ney:
A Performance Study of Cube Pruning for Large-Scale Hierarchical Machine Translation. SSST@NAACL-HLT 2013: 29-38 - [c471]Stephan Peitz, Saab Mansour, Matthias Huck, Markus Freitag, Hermann Ney, Eunah Cho, Teresa Herrmann, Mohammed Mediani, Jan Niehues, Alex Waibel, Alexandre Allauzen, Quoc-Khanh Do, Bianka Buschbeck, Tonio Wandmacher:
Joint WMT 2013 Submission of the QUAERO Project. WMT@ACL 2013: 185-192 - [c470]Stephan Peitz, Saab Mansour, Jan-Thorsten Peter, Christoph Schmidt, Joern Wuebker, Matthias Huck, Markus Freitag, Hermann Ney:
The RWTH Aachen Machine Translation System for WMT 2013. WMT@ACL 2013: 193-199 - [c469]Joern Wuebker, Hermann Ney:
Length-Incremental Phrase Training for SMT. WMT@ACL 2013: 309-319 - [c468]Matthias Huck, Joern Wuebker, Felix Rietig, Hermann Ney:
A Phrase Orientation Model for Hierarchical Machine Translation. WMT@ACL 2013: 452-463 - 2012
- [j87]Sasa Hasan, Saab Mansour, Hermann Ney:
A comparison of segmentation methods and extended lexicon models for Arabic statistical machine translation. Mach. Transl. 26(1-2): 47-65 (2012) - [j86]David Vilar, Daniel Stein, Matthias Huck, Hermann Ney:
Jane: an advanced freely available hierarchical machine translation toolkit. Mach. Transl. 26(3): 197-216 (2012) - [j85]David Vilar, Hermann Ney:
Cardinality pruning and language model heuristics for hierarchical phrase-based translation. Mach. Transl. 26(3): 217-254 (2012) - [j84]Daniel Stein, Christoph Schmidt, Hermann Ney:
Analysis, preparation, and optimization of statistical sign language machine translation. Mach. Transl. 26(4): 325-357 (2012) - [j83]Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney:
Does the Cost Function Matter in Bayes Decision Rule? IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 292-301 (2012) - [j82]Thomas Deselaers, Tobias Gass, Georg Heigold, Hermann Ney:
Latent Log-Linear Models for Handwritten Digit Classification. IEEE Trans. Pattern Anal. Mach. Intell. 34(6): 1105-1117 (2012) - [j81]Matthias Huck, Jan-Thorsten Peter, Markus Freitag, Stephan Peitz, Hermann Ney:
Hierarchical Phrase-Based Translation with Jane 2. Prague Bull. Math. Linguistics 98: 37-50 (2012) - [j80]Leonid Pishchulin, Tobias Gass, Philippe Dreuw, Hermann Ney:
Image warping for face recognition: From local optimality towards global optimization. Pattern Recognit. 45(9): 3131-3140 (2012) - [j79]Georg Heigold, Hermann Ney, Ralf Schlüter, Simon Wiesler:
Discriminative Training for Automatic Speech Recognition: Modeling, Criteria, Optimization, Implementation, and Performance. IEEE Signal Process. Mag. 29(6): 58-69 (2012) - [j78]Björn Hoffmeister, Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney:
WFST Enabled Solutions to ASR Problems: Beyond HMM Decoding. IEEE Trans. Speech Audio Process. 20(2): 551-564 (2012) - [c467]Joern Wuebker, Hermann Ney, Richard Zens:
Fast and Scalable Decoding with Language Model Look-Ahead for Phrase-based Statistical Machine Translation. ACL (2) 2012: 28-32 - [c466]Malte Nuhn, Arne Mauser, Hermann Ney:
Deciphering Foreign Language by Combining Language Models and Context Vectors. ACL (1) 2012: 156-164 - [c465]Minwei Feng, Hermann Ney:
A Tagging-style Reordering Model for Phrase-based SMT. SMT@COLING 2012: 17-26 - [c464]Joern Wuebker, Matthias Huck, Stephan Peitz, Malte Nuhn, Markus Freitag, Jan-Thorsten Peter, Saab Mansour, Hermann Ney:
Jane 2: Open Source Phrase-based and Hierarchical Statistical Machine Translation. COLING (Demos) 2012: 483-492 - [c463]Minwei Feng, Weiwei Sun, Hermann Ney:
Semantic Cohesion Model for Phrase-Based SMT. COLING 2012: 867-878 - [c462]Stephan Peitz, Arne Mauser, Joern Wuebker, Hermann Ney:
Forced Derivations for Hierarchical Machine Translation. COLING (Posters) 2012: 933-942 - [c461]Yannick L. Gweth, Christian Plahl, Hermann Ney:
Enhanced continuous sign language recognition using PCA and neural network features. CVPR Workshops 2012: 55-60 - [c460]Matthias Huck, Stephan Peitz, Markus Freitag, Hermann Ney:
Discriminative Reordering Extensions for Hierarchical Phrase-Based Machine Translation. EAMT 2012: 313-320 - [c459]Yotaro Kubo, Shinji Watanabe, Atsushi Nakamura, Simon Wiesler, Ralf Schlüter, Hermann Ney:
Basis vector orthogonalization for an improved kernel gradient matching pursuit method. ICASSP 2012: 1909-1912 - [c458]Zoltán Tüske, Ralf Schlüter, Hermann Ney:
Comparison and combination of different CRBE based MLP features for LVCSR. ICASSP 2012: 4081-4084 - [c457]David Rybach, Ralf Schlüter, Hermann Ney:
Silence is golden: Modeling non-speech events in WFST-based dynamic network decoders. ICASSP 2012: 4205-4208 - [c456]David Nolden, David Rybach, Ralf Schlüter, Hermann Ney:
Joining advantages of word-conditioned and token-passing decoding. ICASSP 2012: 4425-4428 - [c455]David Nolden, Ralf Schlüter, Hermann Ney:
Extended search space pruning in LVCSR. ICASSP 2012: 4429-4432 - [c454]Ilya Oparin, Martin Sundermeyer, Hermann Ney, Jean-Luc Gauvain:
Performance analysis of Neural Networks in combination with n-gram language models. ICASSP 2012: 5005-5008 - [c453]Jesús Andrés-Ferrer, Martin Sundermeyer, Hermann Ney:
Conditional leaving-one-out and cross-validation for discount estimation in Kneser-Ney-like extensions. ICASSP 2012: 5013-5016 - [c452]Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Investigations on the use of morpheme level features in Language Models for Arabic LVCSR. ICASSP 2012: 5021-5024 - [c451]Dimitri Kanevsky, Georg Heigold, Stephen J. Wright, Hermann Ney:
Overview of large scale optimization for discriminative training in speech recognition. ICASSP 2012: 5233-5236 - [c450]Patrick Doetsch, Mahdi Hamdani, Hermann Ney, Adrià Giménez, Jesús Andrés-Ferrer, Alfons Juan:
Comparison of Bernoulli and Gaussian HMMs Using a Vertical Repositioning Technique for Off-Line Handwriting Recognition. ICFHR 2012: 3-7 - [c449]Michal Kozielski, Jens Forster, Hermann Ney:
Moment-Based Image Normalization for Handwritten Text Recognition. ICFHR 2012: 256-261 - [c448]Hendrik Pesch, Mahdi Hamdani, Jens Forster, Hermann Ney:
Analysis of Preprocessing Techniques for Latin Handwriting Recognition. ICFHR 2012: 280-284 - [c447]Zoltán Tüske, Ralf Schlüter, Hermann Ney, Martin Sundermeyer:
Context-Dependent MLPs for LVCSR: TANDEM, Hybrid or Both? INTERSPEECH 2012: 18-21 - [c446]M. Ali Basha Shaik, David Rybach, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Hierarchical hybrid language models for open vocabulary continuous speech recognition using WFST. SAPA@INTERSPEECH 2012: 46-51 - [c445]Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlüter, Hermann Ney:
Morpheme Level Feature-based Language Models for German LVCSR. INTERSPEECH 2012: 170-173 - [c444]Martin Sundermeyer, Ralf Schlüter, Hermann Ney:
LSTM Neural Networks for Language Modeling. INTERSPEECH 2012: 194-197 - [c443]Muhammad Ali Tahir, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
Simultaneous Discriminative Training and Mixture Splitting of HMMs for Speech Recognition. INTERSPEECH 2012: 571-574 - [c442]David Nolden, Ralf Schlüter, Hermann Ney:
Search Space Pruning Based on Anticipated Path Recombination in LVCSR. INTERSPEECH 2012: 1015-1018 - [c441]M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Investigation of Maximum Entropy Hybrid Language Models for Open Vocabulary German and Polish LVCSR. INTERSPEECH 2012: 1071-1074 - [c440]Simon Wiesler, Ralf Schlüter, Hermann Ney:
Accelerated Batch Learning of Convex Log-linear Models for LVCSR. INTERSPEECH 2012: 1207-1210 - [c439]Patrick Lehnen, Stefan Hahn, Vlad-Andrei Guta, Hermann Ney:
Hidden Conditional Random Fields with M-to-N Alignments for Grapheme-to-Phoneme Conversion. INTERSPEECH 2012: 2554-2557 - [c438]Markus Nußbaum-Thom, Zoltán Tüske, Georg Heigold, Ralf Schlüter, Hermann Ney:
Posterior-Scaled MPE: Novel Discriminative Training Criteria. INTERSPEECH 2012: 2614-2617 - [c437]Stephan Peitz, Saab Mansour, Markus Freitag, Minwei Feng, Matthias Huck, Joern Wuebker, Malte Nuhn, Markus Nußbaum-Thom, Hermann Ney:
The RWTH Aachen speech recognition and machine translation system for IWSLT 2012. IWSLT 2012: 69-76 - [c436]Saab Mansour, Hermann Ney:
A simple and effective weighted phrase extraction for machine translation adaptation. IWSLT 2012: 193-200 - [c435]Minwei Feng, Jan-Thorsten Peter, Hermann Ney:
Sequence labeling-based reordering model for phrase-based SMT. IWSLT 2012: 260-267 - [c434]Stephan Peitz, Simon Wiesler, Markus Nußbaum-Thom, Hermann Ney:
Spoken language translation using automatically transcribed text in training. IWSLT 2012: 276-283 - [c433]Hermann Ney:
The statistical approach to natural language processing: Achievements and open problems. KONVENS 2012: 19 - [c432]Jens Forster, Christoph Schmidt, Thomas Hoyoux, Oscar Koller, Uwe Zelle, Justus H. Piater, Hermann Ney:
RWTH-PHOENIX-Weather: A Large Vocabulary Sign Language Recognition and Translation Corpus. LREC 2012: 3785-3789 - [c431]Saab Mansour, Hermann Ney:
Arabic-Segmentation Combination Strategies for Statistical Machine Translation. LREC 2012: 3915-3920 - [c430]Matthias Huck, Hermann Ney:
Insertion and Deletion Models for Statistical Machine Translation. HLT-NAACL 2012: 347-351 - [c429]Antti-Veikko I. Rosti, Xiaodong He, Damianos G. Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason Smith, Bing Zhang:
Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding. WMT@NAACL-HLT 2012: 191-199 - [c428]Matthias Huck, Stephan Peitz, Markus Freitag, Malte Nuhn, Hermann Ney:
The RWTH Aachen Machine Translation System for WMT 2012. WMT@NAACL-HLT 2012: 304-311 - [c427]Markus Freitag, Stephan Peitz, Matthias Huck, Hermann Ney, Jan Niehues, Teresa Herrmann, Alex Waibel, Hai Son Le, Thomas Lavergne, Alexandre Allauzen, Bianka Buschbeck, Josep Maria Crego, Jean Senellart:
Joint WMT 2012 Submission of the QUAERO Project. WMT@NAACL-HLT 2012: 322-329 - [c426]Joern Wuebker, Hermann Ney:
Phrase Model Training for Statistical Machine Translation with Word Lattices of Preprocessing Alternatives. WMT@NAACL-HLT 2012: 450-459 - 2011
- [j77]Maja Popovic, Hermann Ney:
Towards Automatic Error Analysis of Machine Translation Output. Comput. Linguistics 37(4): 657-688 (2011) - [j76]Philippe Dreuw, Georg Heigold, Hermann Ney:
Confidence- and margin-based MMI/MPE discriminative training for off-line handwriting recognition. Int. J. Document Anal. Recognit. 14(3): 273-288 (2011) - [j75]Daniel Stein, David Vilar, Stephan Peitz, Markus Freitag, Matthias Huck, Hermann Ney:
A Guide to Jane, an Open Source Hierarchical Translation Toolkit. Prague Bull. Math. Linguistics 95: 5-18 (2011) - [j74]Evgeny Matusov, Hermann Ney:
Lattice-Based ASR-MT Interface for Speech Translation. IEEE Trans. Speech Audio Process. 19(4): 721-732 (2011) - [j73]Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney:
On the Relationship Between Bayes Risk and Word Error Rate in ASR. IEEE Trans. Speech Audio Process. 19(5): 1103-1112 (2011) - [j72]Georg Heigold, Hermann Ney, Patrick Lehnen, Tobias Gass, Ralf Schlüter:
Equivalence of Generative and Log-Linear Models. IEEE Trans. Speech Audio Process. 19(5): 1138-1148 (2011) - [j71]Stefan Hahn, Marco Dinarelli, Christian Raymond, Fabrice Lefèvre, Patrick Lehnen, Renato de Mori, Alessandro Moschitti, Hermann Ney, Giuseppe Riccardi:
Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. IEEE Trans. Speech Audio Process. 19(6): 1569-1583 (2011) - [c425]Simon Wiesler, Ralf Schlüter, Hermann Ney:
A convergence analysis of log-linear training and its application to speech recognition. ASRU 2011: 1-6 - [c424]Muhammad Ali Tahir, Ralf Schlüter, Hermann Ney:
Discriminative splitting of Gaussian/log-linear mixture HMMs for speech recognition. ASRU 2011: 7-11 - [c423]Christian Plahl, Ralf Schlüter, Hermann Ney:
Cross-lingual portability of Chinese and english neural network features for French and German LVCSR. ASRU 2011: 371-376 - [c422]Matthias Huck, David Vilar, Daniel Stein, Hermann Ney:
Advancements in Arabic-to-English Hierarchical Machine Translation. EAMT 2011 - [c421]Matthias Huck, David Vilar, Daniel Stein, Hermann Ney:
Lightly-Supervised Training for Hierarchical Phrase-Based Machine Translation. ULNLP@EMNLP 2011: 91-96 - [c420]Tobias Gass, Leonid Pishchulin, Philippe Dreuw, Hermann Ney:
Warp that smile on your face: Optimal and smooth deformations for face recognition. FG 2011: 456-463 - [c419]Leonid Pishchulin, Tobias Gass, Philippe Dreuw, Hermann Ney:
The Fast and the Flexible: Extended Pseudo Two-Dimensional Warping for Face Recognition. IbPRIA 2011: 49-57 - [c418]Martin Sundermeyer, Markus Nußbaum-Thom, Simon Wiesler, Christian Plahl, Amr El-Desoky Mousa, Stefan Hahn, David Nolden, Ralf Schlüter, Hermann Ney:
The RWTH 2010 Quaero ASR evaluation system for English, French, and German. ICASSP 2011: 2212-2215 - [c417]Yotaro Kubo, Simon Wiesler, Ralf Schlüter, Hermann Ney, Shinji Watanabe, Atsushi Nakamura, Tetsunori Kobayashi:
Subspace pursuit method for kernel-log-linear models. ICASSP 2011: 4500-4503 - [c416]M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Using morpheme and syllable based sub-words for polish LVCSR. ICASSP 2011: 4680-4683 - [c415]David Nolden, Hermann Ney, Ralf Schlüter:
Exploiting sparseness of backing-off language models for efficient look-ahead in LVCSR. ICASSP 2011: 4684-4687 - [c414]Stefan Hahn, Patrick Lehnen, Hermann Ney:
Powerful extensions to CRFS for grapheme to phoneme conversion. ICASSP 2011: 4912-4915 - [c413]Patrick Lehnen, Stefan Hahn, Andreas Guta, Hermann Ney:
Incorporating alignments into Conditional Random Fields for grapheme to phoneme conversion. ICASSP 2011: 4916-4919 - [c412]Georg Heigold, Stefan Hahn, Patrick Lehnen, Hermann Ney:
EM-style optimization of hidden conditional random fields for grapheme-to-phoneme conversion. ICASSP 2011: 4920-4923 - [c411]David Rybach, Ralf Schlüter, Hermann Ney:
A comparative analysis of dynamic network decoding. ICASSP 2011: 5184-5187 - [c410]Simon Wiesler, Alexander Richard, Yotaro Kubo, Ralf Schlüter, Hermann Ney:
Feature selection for log-linear acoustic models. ICASSP 2011: 5324-5327 - [c409]Philippe Dreuw, Patrick Doetsch, Christian Plahl, Hermann Ney:
Hierarchical hybrid MLP/HMM or rather MLP features for a discriminatively trained Gaussian HMM: A comparison for offline handwriting recognition. ICIP 2011: 3541-3544 - [c408]David Nolden, Ralf Schlüter, Hermann Ney:
Acoustic Look-Ahead for More Efficient Decoding in LVCSR. INTERSPEECH 2011: 893-896 - [c407]Christian Plahl, Ralf Schlüter, Hermann Ney:
Improved Acoustic Feature Combination for LVCSR by Neural Networks. INTERSPEECH 2011: 1237-1240 - [c406]Martin Sundermeyer, Ralf Schlüter, Hermann Ney:
On the Estimation of Discount Parameters for Language Model Smoothing. INTERSPEECH 2011: 1433-1436 - [c405]Patrick Lehnen, Stefan Hahn, Hermann Ney:
N-Grams for Conditional Random Fields or a Failure-Transition(f) Posterior for Acyclic FSTs. INTERSPEECH 2011: 1437-1440 - [c404]M. Ali Basha Shaik, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Hybrid Language Models Using Mixed Types of Sub-Lexical Units for Open Vocabulary German LVCSR. INTERSPEECH 2011: 1441-1444 - [c403]Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlüter, Hermann Ney:
Morpheme Based Factored Language Models for German LVCSR. INTERSPEECH 2011: 1445-1448 - [c402]Markus Nußbaum-Thom, Amr El-Desoky Mousa, Ralf Schlüter, Hermann Ney:
Compound Word Recombination for German LVCSR. INTERSPEECH 2011: 1449-1452 - [c401]Muhammad Ali Tahir, Ralf Schlüter, Hermann Ney:
Log-Linear Optimization of Second-Order Polynomial Features with Subsequent Dimension Reduction for Speech Recognition. INTERSPEECH 2011: 1705-1708 - [c400]Joern Wuebker, Matthias Huck, Saab Mansour, Markus Freitag, Minwei Feng, Stephan Peitz, Christoph Schmidt, Hermann Ney:
The RWTH Aachen machine translation system for IWSLT 2011. IWSLT 2011: 106-113 - [c399]Karim Boudahmane, Bianka Buschbeck, Eunah Cho, Josep Maria Crego, Markus Freitag, Thomas Lavergne, Hermann Ney, Jan Niehues, Stephan Peitz, Jean Senellart, Artem Sokolov, Alex Waibel, Tonio Wandmacher, Joern Wuebker, François Yvon:
Advances on spoken language translation in the Quaero program. IWSLT 2011: 114-120 - [c398]Lori Lamel, Sandrine Courcinous, Julien Despres, Jean-Luc Gauvain, Yvan Josse, Kevin Kilgour, Florian Kraft, Viet Bac Le, Hermann Ney, Markus Nußbaum-Thom, Ilya Oparin, Tim Schlippe, Ralf Schlüter, Tanja Schultz, Thiago Fraga-Silva, Sebastian Stüker, Martin Sundermeyer, Bianca Vieru, Ngoc Thang Vu, Alex Waibel, Cécile Woehrling:
Speech recognition for machine translation in Quaero. IWSLT 2011: 121-128 - [c397]Matthias Huck, Saab Mansour, Simon Wiesler, Hermann Ney:
Lexicon models for hierarchical phrase-based machine translation. IWSLT 2011: 191-198 - [c396]Saab Mansour, Joern Wuebker, Hermann Ney:
Combining translation and language model scoring for domain-specific data filtering. IWSLT 2011: 222-229 - [c395]Stephan Peitz, Markus Freitag, Arne Mauser, Hermann Ney:
Modeling punctuation prediction as machine translation. IWSLT 2011: 238-245 - [c394]Jan-Thorsten Peter, Matthias Huck, Hermann Ney, Daniel Stein:
Soft string-to-dependency hierarchical machine translation. IWSLT 2011: 246-253 - [c393]Simon Wiesler, Hermann Ney:
A Convergence Analysis of Log-Linear Training. NIPS 2011: 657-665 - [c392]Minwei Feng, Christoph Schmidt, Joern Wuebker, Stephan Peitz, Markus Freitag, Hermann Ney:
The RWTH Aachen System for NTCIR-9 PatentMT. NTCIR 2011 - [c391]Gregor Leusch, Markus Freitag, Hermann Ney:
The RWTH System Combination System for WMT 2011. WMT@EMNLP 2011: 152-158 - [c390]Markus Freitag, Gregor Leusch, Joern Wuebker, Stephan Peitz, Hermann Ney, Teresa Herrmann, Jan Niehues, Alex Waibel, Alexandre Allauzen, Gilles Adda, Josep Maria Crego, Bianka Buschbeck, Tonio Wandmacher, Jean Senellart:
Joint WMT Submission of the QUAERO Project. WMT@EMNLP 2011: 358-364 - [c389]Matthias Huck, Joern Wuebker, Christoph Schmidt, Markus Freitag, Stephan Peitz, Daniel Stein, Arnaud Dagnelies, Saab Mansour, Gregor Leusch, Hermann Ney:
The RWTH Aachen Machine Translation System for WMT 2011. WMT@EMNLP 2011: 405-412 - 2010
- [j70]Georg Heigold, Philippe Dreuw, Stefan Hahn, Ralf Schlüter, Hermann Ney:
Margin-Based Discriminative Training for String Recognition. IEEE J. Sel. Top. Signal Process. 4(6): 917-925 (2010) - [j69]Thomas Deselaers, Georg Heigold, Hermann Ney:
Object classification by fusing SVMs and Gaussian mixtures. Pattern Recognit. 43(7): 2476-2484 (2010) - [j68]Josep Maria Crego, Gregor Leusch, Aurélien Max, Hermann Ney, François Yvon:
Lexical Micro-adaptation in Statistical Machine Translation. Trait. Autom. des Langues 51(2): 65-93 (2010) - [c388]Joern Wuebker, Arne Mauser, Hermann Ney:
Training Phrase Translation Models with Leaving-One-Out. ACL 2010: 475-484 - [c387]Minwei Feng, Arne Mauser, Hermann Ney:
A Source-side Decoding Sequence Model for Statistical Machine Translation. AMTA 2010 - [c386]Matthias Huck, Martin Ratajczak, Patrick Lehnen, Hermann Ney:
A Comparison of Various Types of Extended Lexicon Models for Statistical Machine Translation. AMTA 2010 - [c385]Daniel Stein, Stephan Peitz, David Vilar, Hermann Ney:
A Cocktail of Deep Syntactic Features for Hierarchical Machine Translation. AMTA 2010 - [c384]Philippe Dreuw, Jens Forster, Hermann Ney:
Tracking Benchmark Databases for Video-Based Sign Language Recognition. ECCV Workshops (1) 2010: 286-297 - [c383]Bernd J. Kröger, Jim Kannampuzha, Dominik Bauer, Peter Birkholz, Philippe Dreuw, Hermann Ney:
An Action-Based Concept for the Phonetic Annotation of Sign Language Gestures. ESSV 2010: 33-39 - [c382]Georg Heigold, Simon Wiesler, Markus Nußbaum-Thom, Patrick Lehnen, Ralf Schlüter, Hermann Ney:
Discriminative HMMS, log-linear models, and CRFS: What is the difference? ICASSP 2010: 5546-5549 - [c381]Tobias Gass, Philippe Dreuw, Hermann Ney:
Constrained Energy Minimization for Matching-Based Image Recognition. ICPR 2010: 3304-3307 - [c380]Simon Wiesler, Georg Heigold, Markus Nußbaum-Thom, Ralf Schlüter, Hermann Ney:
A discriminative splitting criterion for phonetic decision trees. INTERSPEECH 2010: 54-57 - [c379]Volker Steinbiss, Martin Sundermeyer, Hermann Ney:
Direct observation of pruning errors (DOPE): a search analysis tool. INTERSPEECH 2010: 214-217 - [c378]Ralf Schlüter, Markus Nußbaum-Thom, Hermann Ney:
On the relation of Bayes risk, word error, and word posteriors in ASR. INTERSPEECH 2010: 230-233 - [c377]David Nolden, Hermann Ney, Ralf Schlüter:
Time conditioned search in automatic speech recognition reconsidered. INTERSPEECH 2010: 234-237 - [c376]Doddipatla Rama Sanand, Ralf Schlüter, Hermann Ney:
Revisiting VTLN using linear transformation on conventional MFCC. INTERSPEECH 2010: 538-541 - [c375]Christian Plahl, Ralf Schlüter, Hermann Ney:
Hierarchical bottle neck features for LVCSR. INTERSPEECH 2010: 1197-1200 - [c374]Markus Nußbaum-Thom, Simon Wiesler, Martin Sundermeyer, Christian Plahl, Stefan Hahn, Ralf Schlüter, Hermann Ney:
The RWTH 2009 quaero ASR evaluation system for English and German. INTERSPEECH 2010: 1517-1520 - [c373]Jonas Lööf, Ralf Schlüter, Hermann Ney:
Discriminative adaptation for log-linear acoustic models. INTERSPEECH 2010: 1648-1651 - [c372]Saab Mansour, Stephan Peitz, David Vilar, Joern Wuebker, Hermann Ney:
The RWTH aachen machine translation system for IWSLT 2010. IWSLT 2010: 163-168 - [c371]Carmen Heger, Joern Wuebker, David Vilar, Hermann Ney:
A combination of hierarchical systems with forced alignments from phrase-based systems. IWSLT 2010: 291-297 - [c370]Gregor Leusch, Aurélien Max, Josep Maria Crego, Hermann Ney:
Multi-pivot translation by system combination. IWSLT 2010: 299-306 - [c369]Daniel Stein, Christoph Schmidt, Hermann Ney:
Sign language machine translation overkill. IWSLT 2010: 337-344 - [c368]David Vilar, Daniel Stein, Stephan Peitz, Hermann Ney:
If i only had a parser: poor man's syntax for hierarchical machine translation. IWSLT 2010: 345-352 - [c367]Philippe Dreuw, Hermann Ney, Gregorio Martínez Pérez, Onno Crasborn, Justus H. Piater, Jose Miguel Moya, Mark Wheatley:
The SignSpeak Project - Bridging the Gap Between Signers and Speakers. LREC 2010 - [c366]Amr El-Desoky, Ralf Schlüter, Hermann Ney:
A Hybrid Morphologically Decomposed Factored Language Models for Arabic LVCSR. HLT-NAACL 2010: 701-704 - [c365]Amr El-Desoky Mousa, M. Ali Basha Shaik, Ralf Schlüter, Hermann Ney:
Sub-lexical language models for German LVCSR. SLT 2010: 171-176 - [c364]Jonas Lööf, Daniele Falavigna, Ralf Schlüter, Diego Giuliani, Roberto Gretter, Hermann Ney:
Evaluation of automatic transcription systems for the judicial domain. SLT 2010: 206-211 - [c363]Carmen Heger, Joern Wuebker, Matthias Huck, Gregor Leusch, Saab Mansour, Daniel Stein, Hermann Ney:
The RWTH Aachen Machine Translation System for WMT 2010. WMT@ACL 2010: 93-97 - [c362]David Vilar, Daniel Stein, Matthias Huck, Hermann Ney:
Jane: Open Source Hierarchical Translation, Extended with Reordering and Lexicon Models. WMT@ACL 2010: 262-270 - [c361]Gregor Leusch, Hermann Ney:
The RWTH System Combination System for WMT 2010. WMT@ACL 2010: 315-320
2000 – 2009
- 2009
- [j67]Sergio Barrachina, Oliver Bender, Francisco Casacuberta, Jorge Civera, Elsa Cubel, Shahram Khadivi, Antonio L. Lagarda, Hermann Ney, Jesús Tomás, Enrique Vidal, Juan Miguel Vilar:
Statistical Approaches to Computer-Assisted Translation. Comput. Linguistics 35(1): 3-28 (2009) - [j66]Gregor Leusch, Hermann Ney:
Edit distances with block movements and error rate confidence estimates. Mach. Transl. 23(2-3): 129-140 (2009) - [j65]Klaus Macherey, Oliver Bender, Hermann Ney:
Applications of Statistical Machine Translation Approaches to Spoken Language Understanding. IEEE Trans. Speech Audio Process. 17(4): 803-818 (2009) - [c360]Simon Wiesler, Markus Nußbaum-Thom, Georg Heigold, Ralf Schlüter, Hermann Ney:
Investigations on features for log-linear acoustic models in continuous speech recognition. ASRU 2009: 52-57 - [c359]Muhammad Ali Tahir, Georg Heigold, Christian Plahl, Ralf Schlüter, Hermann Ney:
Generalized likelihood ratio discriminant analysis. ASRU 2009: 76-81 - [c358]Philippe Dreuw, Pascal Steingrube, Harald Hanselmann, Hermann Ney:
SURF-Face: Face Recognition Under Viewpoint Consistency Constraints. BMVC 2009: 1-11 - [c357]Tobias Weyand, Thomas Deselaers, Hermann Ney:
Log-Linear Mixtures for Object Class Recognition. BMVC 2009: 1-11 - [c356]Thomas Deselaers, Tobias Gass, Philippe Dreuw, Hermann Ney:
Jointly optimising relevance and diversity in image retrieval. CIVR 2009 - [c355]Tobias Gass, Thomas Deselaers, Hermann Ney:
Deformation-Aware Log-Linear Models. DAGM-Symposium 2009: 201-210 - [c354]David Vilar, Hermann Ney:
On LM Heuristics for the Cube Growing Algorithm. EAMT 2009 - [c353]Yuqi Zhang, Evgeny Matusov, Hermann Ney:
Are Unaligned Words Important for Machine Translation? EAMT 2009 - [c352]Arne Mauser, Sasa Hasan, Hermann Ney:
Extending Statistical Machine Translation with Discriminative and Trigger-Based Lexicon Models. EMNLP 2009: 210-218 - [c351]Philippe Dreuw, Pascal Steingrube, Thomas Deselaers, Hermann Ney:
Smoothed Disparity Maps for Continuous American Sign Language Recognition. IbPRIA 2009: 24-31 - [c350]Georg Heigold, Ralf Schlüter, Hermann Ney:
Modified MPE/MMI in a transducer-based framework. ICASSP 2009: 3749-3752 - [c349]David Rybach, Christian Gollan, Ralf Schlüter, Hermann Ney:
Audio segmentation for speech recognition using segment features. ICASSP 2009: 4197-4200 - [c348]Jesús Andrés-Ferrer, Hermann Ney:
Extensions of absolute discounting (Kneser-Ney method). ICASSP 2009: 4729-4732 - [c347]Philippe Dreuw, David Rybach, Christian Gollan, Hermann Ney:
Writer Adaptive Training and Writing Variant Model Refinement for Offline Arabic Handwriting Recognition. ICDAR 2009: 21-25 - [c346]Philippe Dreuw, Georg Heigold, Hermann Ney:
Confidence-Based Discriminative Training for Model Adaptation in Offline Arabic Handwriting Recognition. ICDAR 2009: 596-600 - [c345]Daniele Falavigna, Diego Giuliani, Roberto Gretter, Jonas Lööf, Christian Gollan, Ralf Schlüter, Hermann Ney:
Automatic Transcription of Courtroom Recordings in the JUMAS project. ICT4Justice 2009: 65-72 - [c344]Jonas Lööf, Christian Gollan, Hermann Ney:
Cross-language bootstrapping for unsupervised acoustic model training: rapid development of a Polish speech recognition system. INTERSPEECH 2009: 88-91 - [c343]Georg Heigold, David Rybach, Ralf Schlüter, Hermann Ney:
Investigations on convex optimization using log-linear HMMs for digit string recognition. INTERSPEECH 2009: 216-219 - [c342]Björn Hoffmeister, Ruoying Liang, Ralf Schlüter, Hermann Ney:
Log-linear model combination with word-dependent scaling factors. INTERSPEECH 2009: 248-251 - [c341]Björn Hoffmeister, Ralf Schlüter, Hermann Ney:
Bayes risk approximations using time overlap with an application to system combination. INTERSPEECH 2009: 1191-1194 - [c340]Christian Plahl, Björn Hoffmeister, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Development of the GALE 2008 Mandarin LVCSR system. INTERSPEECH 2009: 2107-2110 - [c339]David Rybach, Christian Gollan, Georg Heigold, Björn Hoffmeister, Jonas Lööf, Ralf Schlüter, Hermann Ney:
The RWTH aachen university open source speech recognition system. INTERSPEECH 2009: 2111-2114 - [c338]Amr El-Desoky, Christian Gollan, David Rybach, Ralf Schlüter, Hermann Ney:
Investigating the use of morphological decomposition and diacritization for improving Arabic LVCSR. INTERSPEECH 2009: 2679-2682 - [c337]Patrick Lehnen, Stefan Hahn, Hermann Ney, Agnieszka Mykowiecka:
Large-scale Polish SLU. INTERSPEECH 2009: 2723-2726 - [c336]Stefan Hahn, Patrick Lehnen, Georg Heigold, Hermann Ney:
Optimizing CRFs for SLU tasks in various languages using modified training criteria. INTERSPEECH 2009: 2727-2730 - [c335]Sasa Hasan, Hermann Ney:
Comparison of Extended Lexicon Models in Search and Rescoring for SMT. HLT-NAACL (Short Papers) 2009: 17-20 - [c334]Maja Popovic, Hermann Ney:
Syntax-Oriented Evaluation Measures for Machine Translation Output. WMT@EACL 2009: 29-32 - [c333]Gregor Leusch, Evgeny Matusov, Hermann Ney:
The RWTH System Combination System for WMT 2009. WMT@EACL 2009: 51-55 - [c332]Maja Popovic, David Vilar, Daniel Stein, Evgeny Matusov, Hermann Ney:
The RWTH Machine Translation System for WMT 2009. WMT@EACL 2009: 66-69 - [c331]Thomas Deselaers, Sasa Hasan, Oliver Bender, Hermann Ney:
A Deep Learning Approach to Machine Transliteration. WMT@EACL 2009: 233-241 - 2008
- [j64]Thomas Deselaers, Daniel Keysers, Hermann Ney:
Features for image retrieval: an experimental comparison. Inf. Retr. 11(2): 77-107 (2008) - [j63]Thomas Martin Deserno, Mark Oliver Güld, Bartosz Plodowski, Klaus Spitzer, Berthold B. Wein, Henning Schubert, Hermann Ney, Thomas Seidl:
Extended Query Refinement for Medical Image Retrieval. J. Digit. Imaging 21(3): 280-289 (2008) - [j62]Thomas Deselaers, Hermann Ney:
Deformations, patches, and discriminative models for automatic annotation of medical radiographs. Pattern Recognit. Lett. 29(15): 2003-2010 (2008) - [j61]Maximilian Bisani, Hermann Ney:
Joint-sequence models for grapheme-to-phoneme conversion. Speech Commun. 50(5): 434-451 (2008) - [j60]Mari Ostendorf, Benoît Favre, Ralph Grishman, Dilek Hakkani-Tür, Mary P. Harper, Dustin Hillard, Julia Hirschberg, Heng Ji, Jeremy G. Kahn, Yang Liu, Sameer Maskey, Evgeny Matusov, Hermann Ney, Andrew Rosenberg, Elizabeth Shriberg, Wen Wang, Chuck Wooters:
Speech segmentation and spoken document processing. IEEE Signal Process. Mag. 25(3): 59-69 (2008) - [j59]Francisco Casacuberta, Marcello Federico, Hermann Ney, Enrique Vidal:
Recent efforts in spoken language translation. IEEE Signal Process. Mag. 25(3): 80-88 (2008) - [j58]Evgeny Matusov, Gregor Leusch, Rafael E. Banchs, Nicola Bertoldi, Daniel Déchelotte, Marcello Federico, Muntsin Kolss, Young-Suk Lee, José B. Mariño, Matthias Paulik, Salim Roukos, Holger Schwenk, Hermann Ney:
System Combination for Machine Translation of Spoken and Written Language. IEEE Trans. Speech Audio Process. 16(7): 1222-1237 (2008) - [j57]Shahram Khadivi, Hermann Ney:
Integration of Speech Recognition and Machine Translation in Computer-Assisted Translation. IEEE Trans. Speech Audio Process. 16(8): 1551-1564 (2008) - [c330]Jia Xu, Jianfeng Gao, Kristina Toutanova, Hermann Ney:
Bayesian Semi-Supervised Chinese Word Segmentation for Statistical Machine Translation. COLING 2008: 1017-1024 - [c329]Thomas Deselaers, Philippe Dreuw, Hermann Ney:
Pan, zoom, scan - Time-coherent, trained automatic video cropping. CVPR 2008 - [c328]Sasa Hasan, Juri Ganitkevitch, Hermann Ney, Jesús Andrés-Ferrer:
Triplet Lexicon Models for Statistical Machine Translation. EMNLP 2008: 372-381 - [c327]Gregor Leusch, Evgeny Matusov, Hermann Ney:
Complexity of Finding the BLEU-optimal Hypothesis in a Confusion Network. EMNLP 2008: 839-847 - [c326]Philippe Dreuw, Jens Forster, Thomas Deselaers, Hermann Ney:
Efficient approximations to model-based joint tracking and recognition of continuous sign language. FG 2008: 1-6 - [c325]Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney:
A GIS-like training algorithm for log-linear models with hidden variables. ICASSP 2008: 4045-4048 - [c324]Georg Heigold, Thomas Deselaers, Ralf Schlüter, Hermann Ney:
Modified MMI/MPE: a direct evaluation of the margin in speech recognition. ICML 2008: 384-391 - [c323]Thomas Deselaers, Georg Heigold, Hermann Ney:
SVMs, Gaussian mixtures, and their generative/discriminative fusion. ICPR 2008: 1-4 - [c322]Thomas Deselaers, Lexi Pimenidis, Hermann Ney:
Bag-of-visual-words models for adult image classification and filtering. ICPR 2008: 1-4 - [c321]Thomas Deselaers, Roberto Paredes, Enrique Vidal, Hermann Ney:
Learning weighted distances for relevance feedback in image retrieval. ICPR 2008: 1-4 - [c320]Philippe Dreuw, Stephan M. Jonas, Hermann Ney:
White-space models for offline Arabic handwriting recognition. ICPR 2008: 1-4 - [c319]Björn Hoffmeister, Ralf Schlüter, Hermann Ney:
iCNC and iROVER: the limits of improving system combination with classification? INTERSPEECH 2008: 232-235 - [c318]Stefan Hahn, Patrick Lehnen, Hermann Ney:
System combination for spoken language understanding. INTERSPEECH 2008: 236-239 - [c317]Georg Heigold, Patrick Lehnen, Ralf Schlüter, Hermann Ney:
On the equivalence of Gaussian and log-linear HMMs. INTERSPEECH 2008: 273-276 - [c316]Christian Gollan, Hermann Ney:
Towards automatic learning in LVCSR: rapid development of a Persian broadcast transcription system. INTERSPEECH 2008: 1441-1444 - [c315]Jonas Lööf, Christian Gollan, Hermann Ney:
Speaker adaptive training using shift-MLLR. INTERSPEECH 2008: 1701-1704 - [c314]Luis Fernando D'Haro, Rubén San Segundo, Ricardo de Córdoba, Jan Bungeroth, Daniel Stein, Hermann Ney:
Language model adaptation for a speech to sign language translation system using web frequencies and a MAP framework. INTERSPEECH 2008: 2199-2202 - [c313]Evgeny Matusov, Björn Hoffmeister, Hermann Ney:
Spoken language translation systems ************ ASR word lattice translation with exhaustive reordering is possible. INTERSPEECH 2008: 2342-2345 - [c312]Christian Plahl, Björn Hoffmeister, Mei-Yuh Hwang, Danju Lu, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Recent improvements of the RWTH GALE Mandarin LVCSR system. INTERSPEECH 2008: 2426-2429 - [c311]David Vilar, Daniel Stein, Yuqi Zhang, Evgeny Matusov, Arne Mauser, Oliver Bender, Saab Mansour, Hermann Ney:
The RWTH machine translation system for IWSLT 2008. IWSLT 2008: 108-115 - [c310]David Vilar, Daniel Stein, Hermann Ney:
Analysing soft syntax features and heuristics for hierarchical phrase based machine translation. IWSLT 2008: 190-197 - [c309]Richard Zens, Hermann Ney:
Improvements in dynamic programming beam search for phrase-based statistical machine translation. IWSLT 2008: 198-205 - [c308]Jan Bungeroth, Daniel Stein, Philippe Dreuw, Hermann Ney, Sara Morrissey, Andy Way, Lynette van Zijl:
The ATIS Sign Language Corpus. LREC 2008 - [c307]Philippe Dreuw, Carol Neidle, Vassilis Athitsos, Stan Sclaroff, Hermann Ney:
Benchmark Databases for Video-Based Automatic Sign Language Recognition. LREC 2008 - [c306]Stefan Hahn, Patrick Lehnen, Christian Raymond, Hermann Ney:
A Comparison of Various Methods for Concept Tagging for Spoken Language Understanding. LREC 2008 - [c305]Sasa Hasan, Hermann Ney:
A Multi-Genre SMT System for Arabic to French. LREC 2008 - [c304]Arne Mauser, Sasa Hasan, Hermann Ney:
Automatic Evaluation Measures for Statistical Machine Translation System Optimization. LREC 2008 - [c303]Hermann Ney:
Statistical Pattern Recognition and Machine Translation from 1988 to 1998: What has Happened? PRIS 2008: 14-15 - [c302]Christoph Schmidt, David Vilar, Hermann Ney:
Using a Bilingual Context in Word-Based Statistical Machine Translation. PRIS 2008: 144-153 - 2007
- [j56]Nicola Ueffing, Hermann Ney:
Word-Level Confidence Estimation for Machine Translation. Comput. Linguistics 33(1): 9-40 (2007) - [j55]Thomas Deselaers, Henning Müller, Paul D. Clough, Hermann Ney, Thomas Martin Lehmann:
The CLEF 2005 Automatic Medical Image Annotation Task. Int. J. Comput. Vis. 74(1): 51-58 (2007) - [j54]Daniel Keysers, Thomas Deselaers, Christian Gollan, Hermann Ney:
Deformation Models for Image Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(8): 1422-1435 (2007) - [j53]András Zolnay, Daniil Kocharov, Ralf Schlüter, Hermann Ney:
Using multiple acoustic feature sets for speech recognition. Speech Commun. 49(6): 514-525 (2007) - [c301]Nicola Ehling, Richard Zens, Hermann Ney:
Minimum Bayes Risk Decoding for BLEU. ACL 2007 - [c300]Oliver Bender, Evgeny Matusov, Stefan Hahn, Sasa Hasan, Shahram Khadivi, Hermann Ney:
The RWTH Arabic-to-English spoken language translation system. ASRU 2007: 396-401 - [c299]David Rybach, Stefan Hahn, Christian Gollan, Ralf Schlüter, Hermann Ney:
Advances in Arabic broadcast news transcription at RWTH. ASRU 2007: 449-454 - [c298]Björn Hoffmeister, Christian Plahl, Peter Fritz, Georg Heigold, Jonas Lööf, Ralf Schlüter, Hermann Ney:
Development of the 2007 RWTH Mandarin LVCSR system. ASRU 2007: 455-460 - [c297]Thomas Deselaers, Tobias Gass, Tobias Weyand, Hermann Ney:
FIRE in ImageCLEF 2007. CLEF (Working Notes) 2007 - [c296]Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández-Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín-Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu:
Overview of the ImageCLEF 2007 Object Retrieval Task. CLEF 2007: 445-471 - [c295]Thomas Deselaers, Allan Hanbury, Ville Viitaniemi, András A. Benczúr, Mátyás Brendel, Bálint Daróczy, Hugo Jair Escalante Balderas, Theo Gevers, Carlos Arturo Hernández-Gracidas, Steven C. H. Hoi, Jorma Laaksonen, Mingjing Li, Heidy Marisol Marín-Castro, Hermann Ney, Xiaoguang Rui, Nicu Sebe, Julian Stöttinger, Lei Wu:
Overview of the ImageCLEF 2007 Object Retrieval Task. CLEF (Working Notes) 2007 - [c294]Tobias Gass, Tobias Weyand, Thomas Deselaers, Hermann Ney:
FIRE in ImageCLEF 2007: Support Vector Machines and Logistic Models to Fuse Image Descriptors for Photo Retrieval. CLEF 2007: 492-499 - [c293]Richard Zens, Sasa Hasan, Hermann Ney:
A Systematic Comparison of Training Criteria for Statistical Machine Translation. EMNLP-CoNLL 2007: 524-532 - [c292]Philippe Dreuw, Daniel Stein, Hermann Ney:
Enhancing a Sign Language Translation System with Vision-Based Features. Gesture Workshop 2007: 108-113 - [c291]Ralf Schlüter, Ilja Bezrukov, Hermann Wagner, Hermann Ney:
Gammatone Features and Feature Combination for Large Vocabulary Speech Recognition. ICASSP (4) 2007: 649-652 - [c290]Björn Hoffmeister, Dustin Hillard, Stefan Hahn, Ralf Schlüter, Mari Ostendorf, Hermann Ney:
Cross-Site and Intra-Site ASR System Combination: Comparisons on Lattice and 1-Best Methods. ICASSP (4) 2007: 1145-1148 - [c289]Jonas Lööf, Ralf Schlüter, Hermann Ney:
Efficient estimation of speaker-specific projecting feature transforms. INTERSPEECH 2007: 1557-1560 - [c288]Georg Heigold, Ralf Schlüter, Hermann Ney:
On the equivalence of Gaussian HMM and Gaussian HMM-like hidden conditional random fields. INTERSPEECH 2007: 1721-1724 - [c287]Thomas Deselaers, Georg Heigold, Hermann Ney:
Speech recognition with state-based nearest neighbour classifiers. INTERSPEECH 2007: 2093-2096 - [c286]Christian Gollan, Stefan Hahn, Ralf Schlüter, Hermann Ney:
An improved method for unsupervised training of LVCSR systems. INTERSPEECH 2007: 2101-2104 - [c285]Jonas Lööf, Christian Gollan, Stefan Hahn, Georg Heigold, Björn Hoffmeister, Christian Plahl, David Rybach, Ralf Schlüter, Hermann Ney:
The RWTH 2007 TC-STAR evaluation system for european English and Spanish. INTERSPEECH 2007: 2145-2148 - [c284]Evgeny Matusov, Dustin Hillard, Mathew Magimai-Doss, Dilek Hakkani-Tür, Mari Ostendorf, Hermann Ney:
Improving speech translation with automatic boundary prediction. INTERSPEECH 2007: 2449-2452 - [c283]Philippe Dreuw, David Rybach, Thomas Deselaers, Morteza Zahedi, Hermann Ney:
Speech recognition techniques for a sign language recognition system. INTERSPEECH 2007: 2513-2516 - [c282]Yuqi Zhang, Richard Zens, Hermann Ney:
Improved chunk-level reordering for statistical machine translation. IWSLT 2007: 21-28 - [c281]Arne Mauser, David Vilar, Gregor Leusch, Yuqi Zhang, Hermann Ney:
The RWTH machine translation system for IWSLT 2007. IWSLT 2007: 161-168 - [c280]Jia Xu, Yonggang Deng, Yuqing Gao, Hermann Ney:
Domain dependent statistical machine translation. MTSummit 2007 - [c279]Sara Morrissey, Andy Way, Daniel Stein, Jan Bungeroth, Hermann Ney:
Combining data-driven MT systems for improved sign language translation. MTSummit 2007 - [c278]Sasa Hasan, Richard Zens, Hermann Ney:
Are Very Large N-Best Lists Useful for SMT? HLT-NAACL (Short Papers) 2007: 57-60 - [c277]Dustin Hillard, Björn Hoffmeister, Mari Ostendorf, Ralf Schlüter, Hermann Ney:
iROVER: Improving System Combination with Classification. HLT-NAACL (Short Papers) 2007: 65-68 - [c276]Marta R. Costa-jussà, Josep Maria Crego, David Vilar, José A. R. Fonollosa, José B. Mariño, Hermann Ney:
Analysis and System Combination of Phrase- and N-Gram-Based Statistical Machine Translation Systems. HLT-NAACL (Short Papers) 2007: 137-140 - [c275]Richard Zens, Hermann Ney:
Efficient Phrase-Table Representation for Machine Translation with Applications to Online MT and Speech Translation. HLT-NAACL 2007: 492-499 - [c274]Alfons Juan, David Vilar, Hermann Ney:
Bridging the Gap between Naive Bayes and Maximum Entropy Text Classification. PRIS 2007: 59-65 - [c273]Yuqi Zhang, Richard Zens, Hermann Ney:
Chunk-Level Reordering of Source Language Sentences with Automatically Learned Rules for Statistical Machine Translation. SSST@HLT-NAACL 2007: 1-8 - [c272]Daniel Stein, Philippe Dreuw, Hermann Ney, Sara Morrissey, Andy Way:
Hand in hand: automatic sign language to English translation. TMI 2007 - [c271]David Vilar, Jan-Thorsten Peter, Hermann Ney:
Can We Translate Letters? WMT@ACL 2007: 33-39 - [c270]Maja Popovic, Hermann Ney:
Word Error Rates: Decomposition over POS classes and Applications for Error Analysis. WMT@ACL 2007: 48-55 - [c269]David Vilar, Gregor Leusch, Hermann Ney, Rafael E. Banchs:
Human Evaluation of Machine Translation Through Binary System Comparisons. WMT@ACL 2007: 96-103 - 2006
- [j52]Hauke Schramm, Xavier L. Aubert, Bart Bakker, Carsten Meyer, Hermann Ney:
Modeling spontaneous speech variability in professional dictation. Speech Commun. 48(5): 493-515 (2006) - [j51]Florian Hilger, Hermann Ney:
Quantile based histogram equalization for noise robust large vocabulary speech recognition. IEEE Trans. Speech Audio Process. 14(3): 845-854 (2006) - [c268]Shahram Khadivi, Richard Zens, Hermann Ney:
Integration of Speech to Computer-Assisted Translation Using Finite-State Automata. ACL 2006 - [c267]Andre Hegerath, Thomas Deselaers, Hermann Ney:
Patch-based Object Recognition Using Discriminatively Trained Gaussian Mixtures. BMVC 2006: 519-528 - [c266]Morteza Zahedi, Philippe Dreuw, David Rybach, Thomas Deselaers, Hermann Ney:
Geometric Features for Improving Continuous Appearance-based Sign Language Recognition. BMVC 2006: 1019-1028 - [c265]Thomas Deselaers, Tobias Weyand, Hermann Ney:
Image Retrieval and Annotation Using Maximum Entropy. CLEF 2006: 725-734 - [c264]Thomas Deselaers, Tobias Weyand, Hermann Ney:
Image Retrieval and Annotation Using Maximum Entropy. CLEF (Working Notes) 2006 - [c263]Thomas Deselaers, Andre Hegerath, Daniel Keysers, Hermann Ney:
Sparse Patch-Histograms for Object Classification in Cluttered Images. DAGM-Symposium 2006: 202-211 - [c262]Sasa Hasan, Oliver Bender, Hermann Ney:
Reranking Translation Hypotheses Using Structural Properties. Learning Structured Information@EACL 2006 - [c261]Gregor Leusch, Nicola Ueffing, Hermann Ney:
CDER: Efficient MT Evaluation Using Block Movements. EACL 2006 - [c260]Evgeny Matusov, Nicola Ueffing, Hermann Ney:
Computing Consensus Translation for Multiple Machine Translation Systems Using Enhanced Hypothesis Alignment. EACL 2006 - [c259]Sasa Hasan, Shahram Khadivi, Richard Zens, Hermann Ney:
A Flexible Architecture for CAT Applications. EAMT 2006 - [c258]Daniel Stein, Jan Bungeroth, Hermann Ney:
Morpho-Syntax Based Statistical Methods for Automatic Sign Language Translation. EAMT 2006 - [c257]Philippe Dreuw, Thomas Deselaers, David Rybach, Daniel Keysers, Hermann Ney:
Tracking Using Dynamic Programming for Appearance-Based Sign Language Recognition. FGR 2006: 293-298 - [c256]Ondrej Bojar, Evgeny Matusov, Hermann Ney:
Czech-English Phrase-Based Machine Translation. FinTAL 2006: 214-224 - [c255]Adrià de Gispert, Deepa Gupta, Maja Popovic, Patrik Lambert, José B. Mariño, Marcello Federico, Hermann Ney, Rafael E. Banchs:
Improving Statistical Word Alignments with Morpho-syntactic Transformations. FinTAL 2006: 368-379 - [c254]Maja Popovic, Daniel Stein, Hermann Ney:
Statistical Machine Translation of German Compound Words. FinTAL 2006: 616-624 - [c253]Felipe Sánchez-Martínez, Hermann Ney:
Using Alignment Templates to Infer Shallow-Transfer Machine Translation Rules. FinTAL 2006: 756-767 - [c252]David Sündermann, Harald Höge, Antonio Bonafonte, Hermann Ney, Alan W. Black, Shrikanth S. Narayanan:
Text-Independent Voice Conversion Based on Unit Selection. ICASSP (1) 2006: 81-84 - [c251]Jonas Lööf, Hermann Ney, Srinivasan Umesh:
Vtln Warping Factor Estimation Using Accumulation of Sufficient Statistics. ICASSP (1) 2006: 1201-1204 - [c250]Evgeny Matusov, Stephan Kanthak, Hermann Ney:
Integrating Speech Recognition and Machine Translation: Where do We Stand? ICASSP (5) 2006: 1217-1220 - [c249]Björn Hoffmeister, Tobias Klein, Ralf Schlüter, Hermann Ney:
Frame based system combination and a comparison with weighted ROVER and CNC. INTERSPEECH 2006 - [c248]Jonas Lööf, Maximilian Bisani, Christian Gollan, Georg Heigold, Björn Hoffmeister, Christian Plahl, Ralf Schlüter, Hermann Ney:
The 2006 RWTH parliamentary speeches transcription system. INTERSPEECH 2006 - [c247]Ralf Schlüter, András Zolnay, Hermann Ney:
Feature combination using linear discriminant analysis and its pitfalls. INTERSPEECH 2006 - [c246]David Sündermann, Harald Höge, Antonio Bonafonte, Hermann Ney, Julia Hirschberg:
Text-independent cross-language voice conversion. INTERSPEECH 2006 - [c245]Arne Mauser, Richard Zens, Evgeny Matusov, Sasa Hasan, Hermann Ney:
The RWTH statistical machine translation system for the IWSLT 2006 evaluation. IWSLT 2006: 103-110 - [c244]Evgeny Matusov, Arne Mauser, Hermann Ney:
Automatic sentence segmentation and punctuation prediction for spoken language translation. IWSLT 2006: 158-165 - [c243]David Vilar, Maja Popovic, Hermann Ney:
AER: do we need to "improve" our alignments? IWSLT 2006: 205-212 - [c242]David Vilar, Jia Xu, Luis Fernando D'Haro, Hermann Ney:
Error Analysis of Statistical Machine Translation Output. LREC 2006: 697-702 - [c241]Arne Mauser, Evgeny Matusov, Hermann Ney:
Training a Statistical Machine Translation System without GIZA++. LREC 2006: 715-720 - [c240]Sasa Hasan, Anas El Isbihani, Hermann Ney:
Creating a Large-Scale Arabic to French Statistical MachineTranslation System. LREC 2006: 855-858 - [c239]Maja Popovic, Hermann Ney:
POS-based Word Reorderings for Statistica