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RWTH Aachen University
Machine Learning and Human Language Technology
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17 authors · 42 authorships ·
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Hermann Ney
RWTH Aachen University
Computer Science
47.7k
citations
92
h-index
125
Aachen papers
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Ralf Schlüter
RWTH Aachen University
Computer Science
9.86k
citations
43
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69
Aachen papers
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Jingjing Xu
Nanjing Tech University
·
Nanjing University of Information Science and Technology
Energy
6.63k
citations
44
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7
Aachen papers
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Simon Berger
University of Zurich
Biochemistry, Genetics and Molecular Biology
6.09k
citations
24
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8
Aachen papers
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Wei Guo Zhou
Xinjiang Agricultural University
·
Hosei University
Computer Science
1.58k
citations
20
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29
Aachen papers
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Albert Zeyer
RWTH Aachen University
Computer Science
1.55k
citations
18
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21
Aachen papers
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Nico Daheim
Technische Universität Darmstadt
·
National Research Center for Applied Cybersecurity ATHENE
Computer Science
185
citations
7
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6
Aachen papers
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Nick Rossenbach
RWTH Aachen University
Computer Science
153
citations
4
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8
Aachen papers
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Julia Kemmler
Computer Science
134
citations
1
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2
Aachen papers
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Mohammad Zeineldeen
RWTH Aachen University
Computer Science
131
citations
7
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25
Aachen papers
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Zijian Yang
University of Shanghai for Science and Technology
·
Hokkaido University
Biochemistry, Genetics and Molecular Biology
127
citations
5
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9
Aachen papers
▲
David Thulke
RWTH Aachen University
Computer Science
74
citations
4
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27
Aachen papers
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Tina Raissi
RWTH Aachen University
·
Aalto University
Computer Science
64
citations
4
h-index
16
Aachen papers
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Peter Vieting
RWTH Aachen University
Computer Science
22
citations
3
h-index
7
Aachen papers
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Moritz Gunz
Engineering
16
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2
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2
Aachen papers
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Kristin Gnadt
Ludwig-Maximilians-Universität München
Social Sciences
0
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0
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1
Aachen papers
16 results
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Open access
RASR2: The RWTH ASR Toolkit for Generic Sequence-to-sequence Speech Recognition
2023
Interspeech (USB)
conference-paper
Computer Science
Speech Recognition and Synthesis
Open access
4
citations
End-To-End Training of a Neural HMM with Label and Transition Probabilities
2023
IEEE Automatic Speech Recognition and Understanding Workshop (ASRU)
conference-paper
Computer Science
Speech Recognition and Synthesis
4
citations
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
2025
conference-paper
Computer Science
Topic Modeling
Open access
1
citations
Leveraging Cross-Lingual Transfer Learning in Spoken Named Entity Recognition Systems
2023
arXiv (Cornell University)
preprint
Computer Science
Topic Modeling
Open access
1
citations
Analyzing And Improving Neural Speaker Embeddings for ASR
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
2023
IEEE/ACM Transactions on Audio Speech and Language Processing
article
Computer Science
Speech and dialogue systems
0
citations
Competitive and Resource Efficient Factored Hybrid HMM Systems are Simpler Than You Think
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Mixture Encoder for Joint Speech Separation and Recognition
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Comparative Analysis of the wav2vec 2.0 Feature Extractor
2023
RWTH Publications (RWTH Aachen)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Chunked Attention-based Encoder-Decoder Model for Streaming Speech Recognition
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
End-to-End Training of a Neural HMM with Label and Transition Probabilities
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Investigating the Effect of Language Models in Sequence Discriminative Training for Neural Transducers
2023
RWTH Publications (RWTH Aachen)
conference-paper
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
On the Relevance of Phoneme Duration Variability of Synthesized Training Data for Automatic Speech Recognition
2023
arXiv (Cornell University)
preprint
Computer Science
Speech Recognition and Synthesis
Open access
0
citations
Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language
2025
Workshop on Gender Bias in Natural Language Processing (GeBNLP)
conference-paper
Social Sciences
Ethics and Social Impacts of AI
Open access
0
citations
Listen to the Context: Towards Faithful Large Language Models for Retrieval Augmented Generation on Climate Questions
2025
arXiv (Cornell University)
preprint
Computer Science
Topic Modeling
Open access
0
citations
Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning
2026
arXiv (Cornell University)
preprint
Computer Science
Topic Modeling
Open access
0
citations
Fine-Tuning LLMs for Translation: General Forgetting Mitigation Does Not Preserve MT-Specific Instruction Following
2026
arXiv (Cornell University)
preprint
Computer Science
Natural Language Processing Techniques
Open access
0
citations
17 results